{"id":791,"date":"2018-11-20T08:43:59","date_gmt":"2018-11-20T08:43:59","guid":{"rendered":"https:\/\/diana-st-work.colibriwp.com\/default-creative-agency\/index.php\/mesmerize-pro\/"},"modified":"2026-03-23T15:35:59","modified_gmt":"2026-03-23T14:35:59","slug":"mesmerize-pro","status":"publish","type":"page","link":"https:\/\/www.l3s.de\/de\/","title":{"rendered":"Home"},"content":{"rendered":"<div data-colibri-id=\"791-c1\" class=\"style-78 style-local-791-c1 position-relative\">\n  <!---->\n  <div data-colibri-component=\"section\" data-colibri-id=\"791-c2\" id=\"overlappable-2\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-11331 style-local-791-c2 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-fluid-container\">\n      <!---->\n      <div data-colibri-id=\"791-c3\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-1 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-1 style-11332 style-local-791-c3 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-1 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-1\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg h-col-md-auto h-col-auto style-11333-outer style-local-791-c4-outer\">\n            <div data-colibri-id=\"791-c4\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-3 h-px-1 v-inner-lg-0 v-inner-md-3 v-inner-2 style-11333 style-local-791-c4 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"791-c5\" class=\"d-block style-14293 style-local-791-c5 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-image__frame-container-outer\">\n                    <a href=\"https:\/\/www.l3s.de\/de\/the-l3s\/\" h-use-smooth-scroll=\"true\" class=\"image-link\">\n                      <div class=\"h-image__frame-container\">\n                        <!---->\n                        <!---->\n                        <img decoding=\"async\" width=\"500\" height=\"500\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/11_transparent.png\" class=\"wp-image-19692 style-14293-image style-local-791-c5-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/11_transparent.png 500w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/11_transparent-300x300.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/11_transparent-150x150.png 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/11_transparent-12x12.png 12w\" data-sizes=\"(max-width: 500px) 100vw, 500px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 500px; --smush-placeholder-aspect-ratio: 500\/500;\" \/>\n                        <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-14293-frameImage style-local-791-c5-frameImage\"><\/div>\n                      <\/div>\n                    <\/a>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"791-c6\" class=\"h-global-transition-all h-heading style-11314 style-local-791-c6 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-11314 style-local-791-c6\">\n                    <!---->\n                    <!---->\n                    <h5 class=\"\">Regionale St\u00e4rke, globale Wirkung<\/h5>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"791-c7\" class=\"h-text h-text-component style-11315 style-local-791-c7 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>L3S ist ein deutsches Forschungszentrum, das international f\u00fcr seine Arbeit auf dem Gebiet der digitalen Transformation und der Entwicklung von KI-Methoden bekannt ist.<\/p>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"791-c8\" class=\"h-x-container style-13822 style-local-791-c8 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-x-container-inner style-dynamic-791-c8-group style-13822-spacing style-local-791-c8-spacing\"><span class=\"h-button__outer style-1929-outer style-local-791-c9-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/de\/the-l3s\/\"  data-colibri-id=\"791-c9\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-1929 style-local-791-c9 position-relative\"><!----><!----> <span>\u00dcber das L3S<\/span><\/a>\n                    <\/span>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n          <div class=\"h-column h-column-container d-flex h-col-lg h-col-md-auto h-col-auto style-18566-outer style-local-791-c10-outer\">\n            <div data-colibri-id=\"791-c10\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-3 h-px-1 v-inner-lg-0 v-inner-md-3 v-inner-2 style-18566 style-local-791-c10 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"791-c11\" class=\"d-block style-18564 style-local-791-c11 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-image__frame-container-outer\">\n                    <a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/\" h-use-smooth-scroll=\"true\" class=\"image-link\">\n                      <div class=\"h-image__frame-container\">\n                        <!---->\n                        <!---->\n                        <img decoding=\"async\" width=\"500\" height=\"500\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/12_transparent.png\" class=\"wp-image-19756 style-18564-image style-local-791-c11-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/12_transparent.png 500w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/12_transparent-300x300.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/12_transparent-150x150.png 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/12_transparent-12x12.png 12w\" data-sizes=\"(max-width: 500px) 100vw, 500px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 500px; --smush-placeholder-aspect-ratio: 500\/500;\" \/>\n                        <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-18564-frameImage style-local-791-c11-frameImage\"><\/div>\n                      <\/div>\n                    <\/a>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"791-c12\" class=\"h-global-transition-all h-heading style-11314 style-local-791-c12 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-11314 style-local-791-c12\">\n                    <!---->\n                    <!---->\n                    <a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/\" h-use-smooth-scroll=\"true\">\n                      <h5 class=\"\">Forschung f\u00fcr die digitale Transformation<\/h5>\n                    <\/a>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"791-c13\" class=\"h-text h-text-component style-11315 style-local-791-c13 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>Am L3S entwickeln rund 200 exzellente Forscher aus verschiedenen relevanten Disziplinen intelligente, verantwortungsvolle und verl\u00e4ssliche Systeme f\u00fcr die digitale Transformation.<\/p>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"791-c14\" class=\"h-x-container style-13827 style-local-791-c14 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-x-container-inner style-dynamic-791-c14-group style-13827-spacing style-local-791-c14-spacing\"><span class=\"h-button__outer style-1929-outer style-local-791-c15-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/\"  data-colibri-id=\"791-c15\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-1929 style-local-791-c15 position-relative\"><!----><!----> <span>L3S Forschung<\/span><\/a>\n                    <\/span>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n          <div class=\"h-column h-column-container d-flex h-col-lg h-col-md-auto h-col-auto style-18567-outer style-local-791-c16-outer\">\n            <div data-colibri-id=\"791-c16\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-3 h-px-1 v-inner-lg-0 v-inner-md-3 v-inner-2 style-18567 style-local-791-c16 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"791-c17\" class=\"d-block style-18565 style-local-791-c17 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-image__frame-container-outer\">\n                    <a href=\"https:\/\/www.l3s.de\/de\/transfer\/\" h-use-smooth-scroll=\"true\" class=\"image-link\">\n                      <div class=\"h-image__frame-container\">\n                        <!---->\n                        <!---->\n                        <img decoding=\"async\" width=\"500\" height=\"500\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/13_transparent.png\" class=\"wp-image-19757 style-18565-image style-local-791-c17-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/13_transparent.png 500w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/13_transparent-300x300.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/13_transparent-150x150.png 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/13_transparent-12x12.png 12w\" data-sizes=\"(max-width: 500px) 100vw, 500px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 500px; --smush-placeholder-aspect-ratio: 500\/500;\" \/>\n                        <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-18565-frameImage style-local-791-c17-frameImage\"><\/div>\n                      <\/div>\n                    <\/a>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"791-c18\" class=\"h-global-transition-all h-heading style-11314 style-local-791-c18 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-11314 style-local-791-c18\">\n                    <!---->\n                    <!---->\n                    <a href=\"https:\/\/www.l3s.de\/de\/transfer-collaboration\/\" h-use-smooth-scroll=\"true\">\n                      <h5 class=\"\">L\u00f6sungen f\u00fcr die digitale Gesellschaft<\/h5>\n                    <\/a>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"791-c19\" class=\"h-text h-text-component style-11315 style-local-791-c19 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>L3S unterst\u00fctzt den Transfer digitaler L\u00f6sungen, um positive gesellschaftliche und wirtschaftliche Auswirkungen zu erzielen und gleichzeitig ihre ethische und nachhaltige Nutzung sicherzustellen.<\/p>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"791-c20\" class=\"h-x-container style-13829 style-local-791-c20 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-x-container-inner style-dynamic-791-c20-group style-13829-spacing style-local-791-c20-spacing\"><span class=\"h-button__outer style-1929-outer style-local-791-c21-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/de\/transfer\/\"  data-colibri-id=\"791-c21\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-1929 style-local-791-c21 position-relative\"><!----><!----> <span>L3S Transfer<\/span><\/a>\n                    <\/span>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n  <div data-colibri-component=\"section\" data-colibri-id=\"791-c22\" id=\"blog\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-11341 style-local-791-c22 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-boxed-container\">\n      <!---->\n      <div data-colibri-id=\"791-c23\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-11342 style-local-791-c23 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-11343-outer style-local-791-c24-outer\">\n            <div data-colibri-id=\"791-c24\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-11343 style-local-791-c24 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"791-c25\" class=\"h-global-transition-all h-heading style-11356 style-local-791-c25 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-11356 style-local-791-c25\">\n                    <!---->\n                    <!---->\n                    <a href=\"https:\/\/www.l3s.de\/de\/updates\/\" h-use-smooth-scroll=\"true\">\n                      <h2 class=\"\">Updates<\/h2>\n                    <\/a>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"791-c26\" class=\"h-row-container gutters-row-lg-1 gutters-row-md-0 gutters-row-2 gutters-row-v-lg-1 gutters-row-v-md-1 gutters-row-v-1 colibri-dynamic-list style-11344 style-local-791-c26 position-relative\">\n                  <!---->\n                  <div data-colibri-component=\"\" class=\"h-row justify-content-lg-start justify-content-md-start justify-content-start align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-1 gutters-col-md-0 gutters-col-2 gutters-col-v-lg-1 gutters-col-v-md-1 gutters-col-v-1 style-11344-row style-local-791-c26-row\">\n                    <!---->\n        <div class=\"h-column h-column-container d-flex h-col-lg-4 h-col-md-12 h-col-12 post-43078 post type-post status-publish format-standard has-post-thumbnail hentry category-new-project masonry-item style-11359-outer style-local-791-c27-outer\"><div data-colibri-id=\"791-c27\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-11359 style-local-791-c27 position-relative\"> <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\"> <div data-href=\"https:\/\/www.l3s.de\/de\/eu-funding-for-doctoral-network-in-regulatory-science\/\" data-colibri-component=\"link\" data-colibri-id=\"791-c28\" class=\"colibri-post-thumbnail colibri-post-has-thumbnail colibri-post-thumbnail-has-placeholder style-11348 style-local-791-c28 h-overflow-hidden position-relative h-element\"><div class=\"h-global-transition-all colibri-post-thumbnail-shortcode style-dynamic-791-c28-height\">            <a href=\"https:\/\/www.l3s.de\/de\/eu-funding-for-doctoral-network-in-regulatory-science\/\" title=\"EU-F\u00f6rderung f\u00fcr Doktoranden-Netzwerk in der Regulierungswissenschaft\">\n\t\t\t\t<img decoding=\"async\" width=\"1920\" height=\"1080\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/04\/regolution.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/04\/regolution.png 1920w, https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/04\/regolution-300x169.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/04\/regolution-1024x576.png 1024w, https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/04\/regolution-768x432.png 768w, https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/04\/regolution-1536x864.png 1536w, https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/04\/regolution-18x10.png 18w\" data-sizes=\"(max-width: 1920px) 100vw, 1920px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1920px; --smush-placeholder-aspect-ratio: 1920\/1080;\" \/>            <\/a>\n\t\t\t<\/div> <div class=\"colibri-post-thumbnail-content align-items-lg-center align-items-md-center align-items-center flex-basis-100\"><div class=\"w-100 h-y-container\"> <\/div><\/div><\/div><div data-colibri-id=\"791-c29\" class=\"h-blog-categories style-26044 style-local-791-c29 position-relative h-element\"><div class=\"h-global-transition-all\"><a class=\"d-inline-block colibri-post-category\" href=\"https:\/\/www.l3s.de\/de\/category\/new-project\/\">Neues Projekt<\/a><\/div><\/div><div data-colibri-id=\"791-c30\" class=\"h-blog-title style-11360 style-local-791-c30 position-relative h-element\"><div class=\"h-global-transition-all\"><a href=\"https:\/\/www.l3s.de\/de\/eu-funding-for-doctoral-network-in-regulatory-science\/\"><h4 class=\"colibri-word-wrap\">EU-F\u00f6rderung f\u00fcr Doktoranden-Netzwerk in der Regulierungswissenschaft<\/h4><\/a><\/div><\/div><div data-colibri-id=\"791-c31\" class=\"style-11361 style-local-791-c31 position-relative h-element\"><div class=\"h-global-transition-all\"><div class=\"colibri-post-excerpt\">Das L3S ist Partner von REGolution, einem neu bewilligten Doktoranden-Netzwerk im Rahmen der Marie-Sk\u0142odowska-Curie-Ma\u00dfnahmen (MSCA-DN) des Programms \u201eHorizont Europa\u201c.<\/div><\/div><\/div><div data-colibri-id=\"791-c32\" class=\"h-x-container style-11352 style-local-791-c32 position-relative h-element\"><div class=\"h-x-container-inner style-dynamic-791-c32-group\"><span class=\"h-button__outer style-11362-outer style-local-791-c33-outer d-inline-flex h-element\"><a href=\"https:\/\/www.l3s.de\/de\/eu-funding-for-doctoral-network-in-regulatory-science\/\" data-colibri-id=\"791-c33\" data-aos=\"bounceInUp\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-11362 style-local-791-c33 position-relative\"> <span>Weiterlesen<\/span> <span class=\"h-svg-icon h-button__icon style-11362-icon style-local-791-c33-icon\"><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"arrow-right-c\" viewbox=\"0 0 352 512\"><path d=\"M243 128l100 105c6 6 9 14 9 23s-3 16-9 22L243 384c-12 12-31 12-43 0s-12-34 0-46l48-50H31c-17 0-31-14-31-32s14-32 31-32h217l-49-50c-12-12-12-34 0-46s32-12 44 0z\"><\/path><\/svg><\/span><\/a><\/span><\/div><\/div><\/div><\/div><\/div>\n      \n      \n        <div class=\"h-column h-column-container d-flex h-col-lg-4 h-col-md-12 h-col-12 post-42983 post type-post status-publish format-standard has-post-thumbnail hentry category-news masonry-item style-11359-outer style-local-791-c27-outer\"><div data-colibri-id=\"791-c27\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-11359 style-local-791-c27 position-relative\"> <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\"> <div data-href=\"https:\/\/www.l3s.de\/de\/reinforcement-learning-boosts-routing-performance-in-the-bitcoin-lightning-network\/\" data-colibri-component=\"link\" data-colibri-id=\"791-c28\" class=\"colibri-post-thumbnail colibri-post-has-thumbnail colibri-post-thumbnail-has-placeholder style-11348 style-local-791-c28 h-overflow-hidden position-relative h-element\"><div class=\"h-global-transition-all colibri-post-thumbnail-shortcode style-dynamic-791-c28-height\">            <a href=\"https:\/\/www.l3s.de\/de\/reinforcement-learning-boosts-routing-performance-in-the-bitcoin-lightning-network\/\" title=\"Reinforcement Learning verbessert Routing im Bitcoin Lightning Network\u00a0\">\n\t\t\t\t<img decoding=\"async\" width=\"1200\" height=\"627\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/03\/News-09-Q3Q4_2025.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/03\/News-09-Q3Q4_2025.png 1200w, https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/03\/News-09-Q3Q4_2025-300x157.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/03\/News-09-Q3Q4_2025-1024x535.png 1024w, https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/03\/News-09-Q3Q4_2025-768x401.png 768w, https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/03\/News-09-Q3Q4_2025-18x9.png 18w\" data-sizes=\"(max-width: 1200px) 100vw, 1200px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1200px; --smush-placeholder-aspect-ratio: 1200\/627;\" \/>            <\/a>\n\t\t\t<\/div> <div class=\"colibri-post-thumbnail-content align-items-lg-center align-items-md-center align-items-center flex-basis-100\"><div class=\"w-100 h-y-container\"> <\/div><\/div><\/div><div data-colibri-id=\"791-c29\" class=\"h-blog-categories style-26044 style-local-791-c29 position-relative h-element\"><div class=\"h-global-transition-all\"><a class=\"d-inline-block colibri-post-category\" href=\"https:\/\/www.l3s.de\/de\/category\/news\/\">Aktuelles<\/a><\/div><\/div><div data-colibri-id=\"791-c30\" class=\"h-blog-title style-11360 style-local-791-c30 position-relative h-element\"><div class=\"h-global-transition-all\"><a href=\"https:\/\/www.l3s.de\/de\/reinforcement-learning-boosts-routing-performance-in-the-bitcoin-lightning-network\/\"><h4 class=\"colibri-word-wrap\">Reinforcement Learning verbessert Routing im Bitcoin Lightning Network\u00a0<\/h4><\/a><\/div><\/div><div data-colibri-id=\"791-c31\" class=\"style-11361 style-local-791-c31 position-relative h-element\"><div class=\"h-global-transition-all\"><div class=\"colibri-post-excerpt\">Durch die Kombination von Reinforcement Learning mit bestehenden Routing-Algorithmen lassen sich Zahlungserfolgsraten im Lightning Network deutlich steigern. <\/div><\/div><\/div><div data-colibri-id=\"791-c32\" class=\"h-x-container style-11352 style-local-791-c32 position-relative h-element\"><div class=\"h-x-container-inner style-dynamic-791-c32-group\"><span class=\"h-button__outer style-11362-outer style-local-791-c33-outer d-inline-flex h-element\"><a href=\"https:\/\/www.l3s.de\/de\/reinforcement-learning-boosts-routing-performance-in-the-bitcoin-lightning-network\/\" data-colibri-id=\"791-c33\" data-aos=\"bounceInUp\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-11362 style-local-791-c33 position-relative\"> <span>Weiterlesen<\/span> <span class=\"h-svg-icon h-button__icon style-11362-icon style-local-791-c33-icon\"><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"arrow-right-c\" viewbox=\"0 0 352 512\"><path d=\"M243 128l100 105c6 6 9 14 9 23s-3 16-9 22L243 384c-12 12-31 12-43 0s-12-34 0-46l48-50H31c-17 0-31-14-31-32s14-32 31-32h217l-49-50c-12-12-12-34 0-46s32-12 44 0z\"><\/path><\/svg><\/span><\/a><\/span><\/div><\/div><\/div><\/div><\/div>\n      \n      \n        <div class=\"h-column h-column-container d-flex h-col-lg-4 h-col-md-12 h-col-12 post-42974 post type-post status-publish format-standard has-post-thumbnail hentry category-news masonry-item style-11359-outer style-local-791-c27-outer\"><div data-colibri-id=\"791-c27\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-11359 style-local-791-c27 position-relative\"> <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\"> <div data-href=\"https:\/\/www.l3s.de\/de\/ai-driven-personalized-nutrition\/\" data-colibri-component=\"link\" data-colibri-id=\"791-c28\" class=\"colibri-post-thumbnail colibri-post-has-thumbnail colibri-post-thumbnail-has-placeholder style-11348 style-local-791-c28 h-overflow-hidden position-relative h-element\"><div class=\"h-global-transition-all colibri-post-thumbnail-shortcode style-dynamic-791-c28-height\">            <a href=\"https:\/\/www.l3s.de\/de\/ai-driven-personalized-nutrition\/\" title=\"K\u00fcnstliche Intelligenz f\u00fcr personalisierte Ern\u00e4hrung\u00a0\">\n\t\t\t\t<img decoding=\"async\" width=\"1200\" height=\"627\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/03\/News-08-Q3Q4_2025.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/03\/News-08-Q3Q4_2025.png 1200w, https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/03\/News-08-Q3Q4_2025-300x157.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/03\/News-08-Q3Q4_2025-1024x535.png 1024w, https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/03\/News-08-Q3Q4_2025-768x401.png 768w, https:\/\/www.l3s.de\/wp-content\/uploads\/2026\/03\/News-08-Q3Q4_2025-18x9.png 18w\" data-sizes=\"(max-width: 1200px) 100vw, 1200px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1200px; --smush-placeholder-aspect-ratio: 1200\/627;\" \/>            <\/a>\n\t\t\t<\/div> <div class=\"colibri-post-thumbnail-content align-items-lg-center align-items-md-center align-items-center flex-basis-100\"><div class=\"w-100 h-y-container\"> <\/div><\/div><\/div><div data-colibri-id=\"791-c29\" class=\"h-blog-categories style-26044 style-local-791-c29 position-relative h-element\"><div class=\"h-global-transition-all\"><a class=\"d-inline-block colibri-post-category\" href=\"https:\/\/www.l3s.de\/de\/category\/news\/\">Aktuelles<\/a><\/div><\/div><div data-colibri-id=\"791-c30\" class=\"h-blog-title style-11360 style-local-791-c30 position-relative h-element\"><div class=\"h-global-transition-all\"><a href=\"https:\/\/www.l3s.de\/de\/ai-driven-personalized-nutrition\/\"><h4 class=\"colibri-word-wrap\">K\u00fcnstliche Intelligenz f\u00fcr personalisierte Ern\u00e4hrung\u00a0<\/h4><\/a><\/div><\/div><div data-colibri-id=\"791-c31\" class=\"style-11361 style-local-791-c31 position-relative h-element\"><div class=\"h-global-transition-all\"><div class=\"colibri-post-excerpt\">KI kann komplexe Gesundheitsdaten nutzen, um Ern\u00e4hrungsempfehlungen individuell anzupassen \u2013 und damit neue Wege f\u00fcr Pr\u00e4vention und Behandlung chronischer Krankheiten er\u00f6ffnen. <\/div><\/div><\/div><div data-colibri-id=\"791-c32\" class=\"h-x-container style-11352 style-local-791-c32 position-relative h-element\"><div class=\"h-x-container-inner style-dynamic-791-c32-group\"><span class=\"h-button__outer style-11362-outer style-local-791-c33-outer d-inline-flex h-element\"><a href=\"https:\/\/www.l3s.de\/de\/ai-driven-personalized-nutrition\/\" 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https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/11\/DAISEC-logo-long-color-smaller-18x9.png 18w\" data-sizes=\"(max-width: 1639px) 100vw, 1639px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1639px; --smush-placeholder-aspect-ratio: 1639\/850;\" \/>\n                                      <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-11286-frameImage style-local-791-c40-frameImage\"><\/div>\n                                    <\/div>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c41\" class=\"h-global-transition-all h-heading style-11293 style-local-791-c41 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-heading__outer style-11293 style-local-791-c41\">\n                                  <!---->\n                                  <!---->\n                                  <h4 class=\"\">Der Schl\u00fcssel zur digitalen Zukunft<\/h4>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c42\" class=\"h-text h-text-component style-11288 style-local-791-c42 position-relative h-element\">\n                                <!---->\n                                <!---->\n                                <div class=\"\">\n                                  <p>Der European Digital Innovation Hub f\u00fcr KI und Cybersicherheit (DAISEC) unterst\u00fctzt kleine und mittlere Unternehmen sowie den \u00f6ffentlichen Sektor bei der Einf\u00fchrung von zukunftsf\u00e4higen KI- und Cybersicherheitsl\u00f6sungen.<\/p>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c43\" class=\"h-x-container style-11289 style-local-791-c43 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-x-container-inner style-dynamic-791-c43-group style-11289-spacing style-local-791-c43-spacing\"><span class=\"h-button__outer style-11131-outer style-local-791-c44-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/daisec.de\" target=\"_blank\"  data-colibri-id=\"791-c44\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-11131 style-local-791-c44 button-mainpage position-relative\"><!----><!----> <span>Mehr erfahren<\/span><\/a>\n                                  <\/span>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                      <div data-colibri-component=\"link\" data-href=\"\" class=\"h-slider-item swiper-slide h-column h-column-container d-flex h-col-auto style-11291-outer style-local-791-c45-outer\">\n                        <div data-colibri-id=\"791-c45\" class=\"w-100 h-swiper-item__inner d-flex h-flex-basis h-HopTextCarouselItem__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-11291 style-local-791-c45 position-relative\">\n                          <!---->\n                          <div class=\"w-100 h-100 d-flex justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-center align-items-md-center align-items-center\">\n                            <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-center align-self-md-center align-self-center h-slider-item-content-wrapper\">\n                              <!---->\n                              <div data-colibri-id=\"791-c46\" class=\"d-block style-11305 style-local-791-c46 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-image__frame-container-outer\">\n                                  <a href=\"https:\/\/kisski.gwdg.de\" h-use-smooth-scroll=\"true\" class=\"image-link\">\n                                    <div class=\"h-image__frame-container\">\n                                      <!---->\n                                      <!---->\n                                      <img decoding=\"async\" width=\"1281\" height=\"369\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/05\/kisski.png\" class=\"wp-image-26319 style-11305-image style-local-791-c46-image lazyload\" alt=\"kisski logo\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/05\/kisski.png 1281w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/05\/kisski-300x86.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/05\/kisski-1024x295.png 1024w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/05\/kisski-768x221.png 768w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/05\/kisski-18x5.png 18w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/05\/kisski-350x100.png 350w\" data-sizes=\"(max-width: 1281px) 100vw, 1281px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1281px; --smush-placeholder-aspect-ratio: 1281\/369;\" \/>\n                                      <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-11305-frameImage style-local-791-c46-frameImage\"><\/div>\n                                    <\/div>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c47\" class=\"h-global-transition-all h-heading style-11293 style-local-791-c47 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-heading__outer style-11293 style-local-791-c47\">\n                                  <!---->\n                                  <!---->\n                                  <a href=\"https:\/\/kisski.gwdg.de\" h-use-smooth-scroll=\"true\">\n                                    <h4 class=\"\">KI-Servicezentrum f\u00fcr sensible und kritische Infrastrukturen<\/h4>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c48\" class=\"h-text h-text-component style-11307 style-local-791-c48 position-relative h-element\">\n                                <!---->\n                                <!---->\n                                <div class=\"\">\n                                  <p>KISSKI ist eines von vier KI-Leistungszentren, die seit November 2022 vom Bundesministerium f\u00fcr Bildung und Forschung (BMBF) gef\u00f6rdert werden, um die KI-Forschung in Deutschland voranzutreiben und ihren Transfer in die Anwendung zu f\u00f6rdern. Der Fokus von KISSKI liegt auf den Bereichen Medizin und Energie, die zu den Zukunftsfeldern der anwendungsorientierten KI-Forschung in Deutschland geh\u00f6ren. Ein zentrales Anliegen von KISSKI ist es, kleinen und mittleren Unternehmen einen effektiven Zugang zu KI-Infrastruktur, -Methoden und -Expertise zu erm\u00f6glichen.<\/p>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c49\" class=\"h-x-container style-11308 style-local-791-c49 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-x-container-inner style-dynamic-791-c49-group style-11308-spacing style-local-791-c49-spacing\"><span class=\"h-button__outer style-11131-outer style-local-791-c50-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/kisski.gwdg.de\" target=\"_blank\"  data-colibri-id=\"791-c50\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-11131 style-local-791-c50 button-mainpage position-relative\"><!----><!----> <span>Mehr erfahren<\/span><\/a>\n                                  <\/span>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                      <div data-colibri-component=\"link\" data-href=\"\" class=\"h-slider-item swiper-slide h-column h-column-container d-flex h-col-auto style-11291-outer style-local-791-c51-outer\">\n                        <div data-colibri-id=\"791-c51\" class=\"w-100 h-swiper-item__inner d-flex h-flex-basis h-HopTextCarouselItem__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-11291 style-local-791-c51 position-relative\">\n                          <!---->\n                          <div class=\"w-100 h-100 d-flex justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-center align-items-md-center align-items-center\">\n                            <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-center align-self-md-center align-self-center h-slider-item-content-wrapper\">\n                              <!---->\n                              <div data-colibri-id=\"791-c52\" class=\"d-block style-11298 style-local-791-c52 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-image__frame-container-outer\">\n                                  <a href=\"https:\/\/www.soofi.info\" h-use-smooth-scroll=\"true\" class=\"image-link\">\n                                    <div class=\"h-image__frame-container\">\n                                      <!---->\n                                      <!---->\n                                      <img decoding=\"async\" width=\"878\" height=\"332\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/11\/cropped-soofi-logo-16_9.png\" class=\"wp-image-42742 style-11298-image style-local-791-c52-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/11\/cropped-soofi-logo-16_9.png 878w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/11\/cropped-soofi-logo-16_9-300x113.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/11\/cropped-soofi-logo-16_9-768x290.png 768w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/11\/cropped-soofi-logo-16_9-18x7.png 18w\" data-sizes=\"(max-width: 878px) 100vw, 878px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 878px; --smush-placeholder-aspect-ratio: 878\/332;\" \/>\n                                      <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-11298-frameImage style-local-791-c52-frameImage\"><\/div>\n                                    <\/div>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c53\" class=\"h-global-transition-all h-heading style-11293 style-local-791-c53 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-heading__outer style-11293 style-local-791-c53\">\n                                  <!---->\n                                  <!---->\n                                  <a href=\"https:\/\/www.soofi.info\" h-use-smooth-scroll=\"true\">\n                                    <h4 class=\"\">Sovereign Open Source Foundation Models<\/h4>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c54\" class=\"h-text h-text-component style-11300 style-local-791-c54 position-relative h-element\">\n                                <!---->\n                                <!---->\n                                <div class=\"\">\n                                  <p>Im Rahmen des SOOFI-Projekts wird ein gr\u00f6\u00dferes KI-Sprachmodell entwickelt und als Open Source f\u00fcr den Einsatz in Wirtschaft und Gesellschaft zur Verf\u00fcgung gestellt. Auf Basis eines Large Language Modells (LLM) wird zudem ein sogenanntes Reasoning-Modell mit speziellen Methoden erstellt, um die Qualit\u00e4t des Gesamtsystems zu verbessern und den Ressourcenverbrauch zu optimieren. Dar\u00fcber hinaus sollen erste Anwendungsf\u00e4lle mit KI-Agententechnologien umgesetzt werden.<\/p>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c55\" class=\"h-x-container style-11301 style-local-791-c55 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-x-container-inner style-dynamic-791-c55-group style-11301-spacing style-local-791-c55-spacing\"><span class=\"h-button__outer style-11131-outer style-local-791-c56-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.soofi.info\" target=\"_blank\"  data-colibri-id=\"791-c56\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-11131 style-local-791-c56 button-mainpage position-relative\"><!----><!----> <span>Mehr erfahren<\/span><\/a>\n                                  <\/span>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                      <div data-colibri-component=\"link\" data-href=\"\" class=\"h-slider-item swiper-slide h-column h-column-container d-flex h-col-auto style-29123-outer style-local-791-c57-outer\">\n                        <div data-colibri-id=\"791-c57\" class=\"w-100 h-swiper-item__inner d-flex h-flex-basis h-HopTextCarouselItem__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-29123 style-local-791-c57 position-relative\">\n                          <!---->\n                          <div class=\"w-100 h-100 d-flex justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-center align-items-md-center align-items-center\">\n                            <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-center align-self-md-center align-self-center h-slider-item-content-wrapper\">\n                              <!---->\n                              <div data-colibri-id=\"791-c58\" class=\"d-block style-29124 style-local-791-c58 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-image__frame-container-outer\">\n                                  <a href=\"https:\/\/caimed.de\" h-use-smooth-scroll=\"true\" class=\"image-link\">\n                                    <div class=\"h-image__frame-container\">\n                                      <!---->\n                                      <!---->\n                                      <img decoding=\"async\" width=\"1147\" height=\"296\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/11\/CAIMed-DE-RGB.jpg\" class=\"wp-image-29571 style-29124-image style-local-791-c58-image lazyload\" alt=\"CAIMed Logo\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/11\/CAIMed-DE-RGB.jpg 1147w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/11\/CAIMed-DE-RGB-300x72.jpg 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/11\/CAIMed-DE-RGB-1024x247.jpg 1024w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/11\/CAIMed-DE-RGB-768x185.jpg 768w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/11\/CAIMed-DE-RGB-18x4.jpg 18w\" data-sizes=\"(max-width: 1147px) 100vw, 1147px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1147px; --smush-placeholder-aspect-ratio: 1147\/296;\" \/>\n                                      <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-29124-frameImage style-local-791-c58-frameImage\"><\/div>\n                                    <\/div>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c59\" class=\"h-global-transition-all h-heading style-29125 style-local-791-c59 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-heading__outer style-29125 style-local-791-c59\">\n                                  <!---->\n                                  <!---->\n                                  <a href=\"https:\/\/caimed.de\" h-use-smooth-scroll=\"true\">\n                                    <h4 class=\"\">Mit KI zu einer personalisierten Gesundheitsversorgung<\/h4>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c60\" class=\"h-text h-text-component style-29126 style-local-791-c60 position-relative h-element\">\n                                <!---->\n                                <!---->\n                                <div class=\"\">\n                                  <p>CAIMed ist das nieders\u00e4chsische Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz und kausale Methoden in der Medizin. Das Zentrum will die Potenziale von KI f\u00fcr die Gesundheitsversorgung und die personalisierte Medizin nutzen und die klinische Anwendung von KI f\u00f6rdern. Mit der Verkn\u00fcpfung exzellenter nieders\u00e4chsischer Standorte der methodischen KI-Forschung, der datenintensiven Medizin, der Medizininformatik und der medizinischen Grundlagenforschung entsteht ein einzigartiger Leuchtturm f\u00fcr die Forschung zu KI und personalisierter Medizin.<\/p>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c61\" class=\"h-x-container style-29127 style-local-791-c61 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-x-container-inner style-dynamic-791-c61-group style-29127-spacing style-local-791-c61-spacing\"><span class=\"h-button__outer style-29128-outer style-local-791-c62-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/caimed.de\" target=\"_blank\"  data-colibri-id=\"791-c62\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-29128 style-local-791-c62 button-mainpage position-relative\"><!----><!----> <span>Mehr erfahren<\/span><\/a>\n                                  <\/span>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div class=\"resize-triggers\">\n                      <div class=\"expand-trigger\">\n                        <div style=\"width: 1px; height: 1px;\"><\/div>\n                      <\/div>\n                      <div class=\"contract-trigger\"><\/div>\n                    <\/div>\n                  <\/div>\n                  <div class=\"h-swiper-dots__outer justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-end align-items-md-end align-items-end style-11199-positionWrapper style-local-791-c67-positionWrapper h-element\">\n                    <div data-colibri-id=\"791-c67\" class=\"h-swiper-dots__wrapper style-11199 style-local-791-c67 position-relative\">\n                      <!---->\n                      <div id=\"swiper-pagination__791-c38\" class=\"h-swiper-dots swiper-pagination d-flex swiper-pagination-clickable swiper-pagination-bullets\"><\/div>\n                      <div><\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n  <div data-colibri-component=\"section\" data-colibri-id=\"791-c68\" id=\"research-topics\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-15495 style-local-791-c68 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-fluid-container\">\n      <!---->\n      <div data-colibri-id=\"791-c69\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-14321 style-local-791-c69 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-14322-outer style-local-791-c70-outer\">\n            <div data-colibri-id=\"791-c70\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-14322 style-local-791-c70 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"791-c71\" class=\"h-global-transition-all h-heading style-18717 style-local-791-c71 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-18717 style-local-791-c71\">\n                    <!---->\n                    <!---->\n                    <a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/\" h-use-smooth-scroll=\"true\">\n                      <h2 class=\"\">KI-Forschung<\/h2>\n                    <\/a>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"791-c72\" class=\"h-lead h-text h-text-component style-2009 style-local-791-c72 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>Das Forschungszentrum L3S ist international bekannt f\u00fcr seine Spitzenforschung im Bereich der k\u00fcnstlichen Intelligenz. Es fokussiert seine KI-bezogenen Forschungsaktivit\u00e4ten auf die Entwicklung von Methoden und Systemen in den Bereichen Text Mining und Suche, Wissensgraphen und Datenintegration, Natural Language Processing, Szenen- und Videoanalyse sowie Machine Learning und Deep Learning.<\/p>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"791-c73\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-15521 style-local-791-c73 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n          <!---->\n          <div data-aos=\"pulse\" class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-14320-outer style-local-791-c74-outer\">\n            <div data-colibri-id=\"791-c74\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-1 h-px-md-1 h-px-1 v-inner-lg-1 v-inner-md-1 v-inner-1 style-14320 style-local-791-c74 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-end align-self-md-end align-self-end\">\n                <!---->\n                <div data-colibri-component=\"content-swap\" data-colibri-id=\"791-c75\" class=\"content-swap style-15527 style-local-791-c75 position-relative h-element\">\n                  <!---->\n                  <div class=\"d-flex position-relative border-radius-inherit h-content-swap__overflow\">\n                    <div data-normal=\"\" data-colibri-id=\"791-c76\" class=\"h-content-swap__normal d-flex border-radius-inherit hide-animation style-15528 style-local-791-c76 position-relative\">\n                      <!---->\n                      <div class=\"w-100 h-y-container align-self-lg-center align-self-md-center align-self-center\">\n                        <!---->\n                        <div data-colibri-id=\"791-c77\" class=\"d-block style-15520 style-local-791-c77 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-image__frame-container-outer\">\n                            <div class=\"h-image__frame-container\">\n                              <!---->\n                              <!---->\n                              <img decoding=\"async\" width=\"500\" height=\"500\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Text-Mining_transparent.png\" class=\"wp-image-20293 style-15520-image style-local-791-c77-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Text-Mining_transparent.png 500w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Text-Mining_transparent-300x300.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Text-Mining_transparent-150x150.png 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Text-Mining_transparent-12x12.png 12w\" data-sizes=\"(max-width: 500px) 100vw, 500px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 500px; --smush-placeholder-aspect-ratio: 500\/500;\" \/>\n                              <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-15520-frameImage style-local-791-c77-frameImage\"><\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                        <div data-colibri-id=\"791-c78\" class=\"h-global-transition-all h-heading style-15501 style-local-791-c78 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-heading__outer style-15501 style-local-791-c78\">\n                            <!---->\n                            <!---->\n                            <h5 class=\"\">Text-Mining\n                              <br>und Suche<\/h5>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div data-hover=\"\" data-colibri-component=\"link\" data-href=\"https:\/\/www.l3s.de\/research-at-l3s\/all-projects\/text-mining-and-search\/\" data-colibri-id=\"791-c79\" class=\"h-content-swap-hover-container animated h-content-swap__hover d-flex border-radius-inherit fadeIn h-ui-empty-state-container justify-content-lg-center justify-content-md-center justify-content-center h-content-swap-hover-container--with-link style-15529 style-local-791-c79 position-relative\"\n                      style=\"display: none;\">\n                      <!---->\n                      <div class=\"w-100 h-y-container\">\n                        <!---->\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n          <div data-aos=\"pulse\" class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-14320-outer style-local-791-c80-outer\">\n            <div data-colibri-id=\"791-c80\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-1 h-px-md-1 h-px-1 v-inner-lg-1 v-inner-md-1 v-inner-1 style-14320 style-local-791-c80 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-end align-self-md-end align-self-end\">\n                <!---->\n                <div data-colibri-component=\"content-swap\" data-colibri-id=\"791-c81\" class=\"content-swap style-15530 style-local-791-c81 position-relative h-element\">\n                  <!---->\n                  <div class=\"d-flex position-relative border-radius-inherit h-content-swap__overflow\">\n                    <div data-normal=\"\" data-colibri-id=\"791-c82\" class=\"h-content-swap__normal d-flex border-radius-inherit hide-animation style-15531 style-local-791-c82 position-relative\">\n                      <!---->\n                      <div class=\"w-100 h-y-container align-self-lg-center align-self-md-center align-self-center\">\n                        <!---->\n                        <div data-colibri-id=\"791-c83\" class=\"d-block style-15520 style-local-791-c83 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-image__frame-container-outer\">\n                            <div class=\"h-image__frame-container\">\n                              <!---->\n                              <!---->\n                              <img decoding=\"async\" width=\"500\" height=\"500\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Knowledge-Graph_transparent.png\" class=\"wp-image-20289 style-15520-image style-local-791-c83-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Knowledge-Graph_transparent.png 500w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Knowledge-Graph_transparent-300x300.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Knowledge-Graph_transparent-150x150.png 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Knowledge-Graph_transparent-12x12.png 12w\" data-sizes=\"(max-width: 500px) 100vw, 500px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 500px; --smush-placeholder-aspect-ratio: 500\/500;\" \/>\n                              <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-15520-frameImage style-local-791-c83-frameImage\"><\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                        <div data-colibri-id=\"791-c84\" class=\"h-global-transition-all h-heading style-15501 style-local-791-c84 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-heading__outer style-15501 style-local-791-c84\">\n                            <!---->\n                            <!---->\n                            <h5 class=\"\">Wissensgraphen\n                              <br>und Datenintegration<\/h5>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div data-hover=\"\" data-colibri-component=\"link\" data-href=\"https:\/\/www.l3s.de\/research-at-l3s\/all-projects\/knowledge-graphs-and-data-integration\/\" data-colibri-id=\"791-c85\" class=\"h-content-swap-hover-container animated h-content-swap__hover d-flex border-radius-inherit fadeIn h-ui-empty-state-container justify-content-lg-center justify-content-md-center justify-content-center h-content-swap-hover-container--with-link style-15532 style-local-791-c85 position-relative\"\n                      style=\"display: none;\">\n                      <!---->\n                      <div class=\"w-100 h-y-container\">\n                        <!---->\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n          <div data-aos=\"pulse\" class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-14320-outer style-local-791-c86-outer\">\n            <div data-colibri-id=\"791-c86\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-1 h-px-md-1 h-px-1 v-inner-lg-1 v-inner-md-1 v-inner-1 style-14320 style-local-791-c86 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-end align-self-md-end align-self-end\">\n                <!---->\n                <div data-colibri-component=\"content-swap\" data-colibri-id=\"791-c87\" class=\"content-swap style-15533 style-local-791-c87 position-relative h-element\">\n                  <!---->\n                  <div class=\"d-flex position-relative border-radius-inherit h-content-swap__overflow\">\n                    <div data-normal=\"\" data-colibri-id=\"791-c88\" class=\"h-content-swap__normal d-flex border-radius-inherit hide-animation style-15534 style-local-791-c88 position-relative\">\n                      <!---->\n                      <div class=\"w-100 h-y-container align-self-lg-center align-self-md-center align-self-center\">\n                        <!---->\n                        <div data-colibri-id=\"791-c89\" class=\"d-block style-15520 style-local-791-c89 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-image__frame-container-outer\">\n                            <div class=\"h-image__frame-container\">\n                              <!---->\n                              <!---->\n                              <img decoding=\"async\" width=\"500\" height=\"500\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Natural-Language-Processing_transparent_Icon.png\" class=\"wp-image-20299 style-15520-image style-local-791-c89-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Natural-Language-Processing_transparent_Icon.png 500w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Natural-Language-Processing_transparent_Icon-300x300.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Natural-Language-Processing_transparent_Icon-150x150.png 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Natural-Language-Processing_transparent_Icon-12x12.png 12w\" data-sizes=\"(max-width: 500px) 100vw, 500px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 500px; --smush-placeholder-aspect-ratio: 500\/500;\" \/>\n                              <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-15520-frameImage style-local-791-c89-frameImage\"><\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                        <div data-colibri-id=\"791-c90\" class=\"h-global-transition-all h-heading style-15501 style-local-791-c90 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-heading__outer style-15501 style-local-791-c90\">\n                            <!---->\n                            <!---->\n                            <h5 class=\"\">Verarbeitung nat\u00fcrlicher\n                              <br> Sprache<\/h5>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div data-hover=\"\" data-colibri-component=\"link\" data-href=\"https:\/\/www.l3s.de\/research-at-l3s\/all-projects\/natural-language-processing\" data-colibri-id=\"791-c91\" class=\"h-content-swap-hover-container animated h-content-swap__hover d-flex border-radius-inherit fadeIn h-ui-empty-state-container justify-content-lg-center justify-content-md-center justify-content-center h-content-swap-hover-container--with-link style-15535 style-local-791-c91 position-relative\"\n                      style=\"display: none;\">\n                      <!---->\n                      <div class=\"w-100 h-y-container\">\n                        <!---->\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n          <div data-aos=\"pulse\" class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-14320-outer style-local-791-c92-outer\">\n            <div data-colibri-id=\"791-c92\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-1 h-px-md-1 h-px-1 v-inner-lg-1 v-inner-md-1 v-inner-1 style-14320 style-local-791-c92 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-end align-self-md-end align-self-end\">\n                <!---->\n                <div data-colibri-component=\"content-swap\" data-colibri-id=\"791-c93\" class=\"content-swap style-15536 style-local-791-c93 position-relative h-element\">\n                  <!---->\n                  <div class=\"d-flex position-relative border-radius-inherit h-content-swap__overflow\">\n                    <div data-normal=\"\" data-colibri-id=\"791-c94\" class=\"h-content-swap__normal d-flex border-radius-inherit hide-animation style-15537 style-local-791-c94 position-relative\">\n                      <!---->\n                      <div class=\"w-100 h-y-container align-self-lg-center align-self-md-center align-self-center\">\n                        <!---->\n                        <div data-colibri-id=\"791-c95\" class=\"d-block style-15520 style-local-791-c95 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-image__frame-container-outer\">\n                            <div class=\"h-image__frame-container\">\n                              <!---->\n                              <!---->\n                              <img decoding=\"async\" width=\"500\" height=\"500\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Scene-and-Video-Analysis_transparent.png\" class=\"wp-image-20292 style-15520-image style-local-791-c95-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Scene-and-Video-Analysis_transparent.png 500w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Scene-and-Video-Analysis_transparent-300x300.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Scene-and-Video-Analysis_transparent-150x150.png 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Scene-and-Video-Analysis_transparent-12x12.png 12w\" data-sizes=\"(max-width: 500px) 100vw, 500px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 500px; --smush-placeholder-aspect-ratio: 500\/500;\" \/>\n                              <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-15520-frameImage style-local-791-c95-frameImage\"><\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                        <div data-colibri-id=\"791-c96\" class=\"h-global-transition-all h-heading style-15501 style-local-791-c96 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-heading__outer style-15501 style-local-791-c96\">\n                            <!---->\n                            <!---->\n                            <h5 class=\"\">Szenen- und\n                              <br>Videoanalyse<\/h5>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div data-hover=\"\" data-colibri-component=\"link\" data-href=\"https:\/\/www.l3s.de\/research-at-l3s\/all-projects\/scene-and-video-analysis\/\" data-colibri-id=\"791-c97\" class=\"h-content-swap-hover-container animated h-content-swap__hover d-flex border-radius-inherit fadeIn h-ui-empty-state-container justify-content-lg-center justify-content-md-center justify-content-center h-content-swap-hover-container--with-link style-15538 style-local-791-c97 position-relative\"\n                      style=\"display: none;\">\n                      <!---->\n                      <div class=\"w-100 h-y-container\">\n                        <!---->\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n          <div data-aos=\"pulse\" class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-14320-outer style-local-791-c98-outer\">\n            <div data-colibri-id=\"791-c98\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-1 h-px-md-1 h-px-1 v-inner-lg-1 v-inner-md-1 v-inner-1 style-14320 style-local-791-c98 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-end align-self-md-end align-self-end\">\n                <!---->\n                <div data-colibri-component=\"content-swap\" data-colibri-id=\"791-c99\" class=\"content-swap style-15545 style-local-791-c99 position-relative h-element\">\n                  <!---->\n                  <div class=\"d-flex position-relative border-radius-inherit h-content-swap__overflow\">\n                    <div data-normal=\"\" data-colibri-id=\"791-c100\" class=\"h-content-swap__normal d-flex border-radius-inherit hide-animation style-15546 style-local-791-c100 position-relative\">\n                      <!---->\n                      <div class=\"w-100 h-y-container align-self-lg-center align-self-md-center align-self-center\">\n                        <!---->\n                        <div data-colibri-id=\"791-c101\" class=\"d-block style-15520 style-local-791-c101 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-image__frame-container-outer\">\n                            <div class=\"h-image__frame-container\">\n                              <!---->\n                              <!---->\n                              <img decoding=\"async\" width=\"500\" height=\"500\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Machine-Learning_transparent.png\" class=\"wp-image-20290 style-15520-image style-local-791-c101-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Machine-Learning_transparent.png 500w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Machine-Learning_transparent-300x300.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Machine-Learning_transparent-150x150.png 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2023\/03\/Machine-Learning_transparent-12x12.png 12w\" data-sizes=\"(max-width: 500px) 100vw, 500px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 500px; --smush-placeholder-aspect-ratio: 500\/500;\" \/>\n                              <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-15520-frameImage style-local-791-c101-frameImage\"><\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                        <div data-colibri-id=\"791-c102\" class=\"h-global-transition-all h-heading style-15501 style-local-791-c102 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-heading__outer style-15501 style-local-791-c102\">\n                            <!---->\n                            <!---->\n                            <h5 class=\"\">Maschinelles Lernen\n                              <br>und Deep Learning<\/h5>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div data-hover=\"\" data-colibri-component=\"link\" data-href=\"https:\/\/www.l3s.de\/research-at-l3s\/all-projects\/machine-learning-and-deep-learning\/\" data-colibri-id=\"791-c103\" class=\"h-content-swap-hover-container animated h-content-swap__hover d-flex border-radius-inherit fadeIn h-ui-empty-state-container justify-content-lg-center justify-content-md-center justify-content-center h-content-swap-hover-container--with-link style-15547 style-local-791-c103 position-relative\"\n                      style=\"display: none;\">\n                      <!---->\n                      <div class=\"w-100 h-y-container\">\n                        <!---->\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n  <div data-colibri-component=\"section\" data-colibri-id=\"791-c104\" id=\"research-topics\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-10978 style-local-791-c104 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-fluid-container\">\n      <!---->\n      <div data-colibri-id=\"791-c105\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-14321 style-local-791-c105 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-14322-outer style-local-791-c106-outer\">\n            <div data-colibri-id=\"791-c106\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-14322 style-local-791-c106 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"791-c107\" class=\"h-global-transition-all h-heading style-1988 style-local-791-c107 h-hide-sm position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-1988 style-local-791-c107\">\n                    <!---->\n                    <!---->\n                    <h2 class=\"\">Anwendungsfelder<\/h2>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"791-c108\" class=\"h-global-transition-all h-heading style-18716 style-local-791-c108 h-hide-lg h-hide-md position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-18716 style-local-791-c108\">\n                    <!---->\n                    <!---->\n                    <h2 class=\"\">Anwendungsfelder<\/h2>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"791-c109\" class=\"h-lead h-text h-text-component style-2009 style-local-791-c109 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>Durch Forschung und Entwicklung tr\u00e4gt das L3S zur digitalen Transformation in seinen Hauptanwendungsbereichen und dar\u00fcber hinaus bei. Zu den Schwerpunktbereichen des Forschungszentrums geh\u00f6ren Wirtschaft und Gesellschaft, Energie und Nachhaltigkeit, Medizin, Mobilit\u00e4t, Produktion und Wissenschaft.<\/p>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"791-c110\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-10979 style-local-791-c110 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n          <!---->\n          <div data-aos=\"flipInX\" class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-10980-outer style-local-791-c111-outer\">\n            <div data-colibri-id=\"791-c111\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-10980 style-local-791-c111 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-component=\"content-swap\" data-colibri-id=\"791-c112\" class=\"content-swap style-14317 style-local-791-c112 position-relative h-element\">\n                  <!---->\n                  <div class=\"d-flex position-relative border-radius-inherit h-content-swap__overflow\">\n                    <div data-normal=\"\" data-colibri-id=\"791-c113\" class=\"h-content-swap__normal d-flex border-radius-inherit hide-animation style-14318 style-local-791-c113 position-relative\">\n                      <!---->\n                      <div class=\"w-100 h-y-container align-self-lg-end align-self-md-end align-self-end\">\n                        <!---->\n                        <div data-colibri-id=\"791-c114\" class=\"h-global-transition-all h-heading style-14328 style-local-791-c114 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-heading__outer style-14328 style-local-791-c114\">\n                            <!---->\n                            <!---->\n                            <a href=\"https:\/\/www.l3s.de\/de\/research\/topics\/mobility\/\" h-use-smooth-scroll=\"true\">\n                              <h5 class=\"\"><span style=\"color: rgb(255, 255, 255);\">Wirtschaft &amp; Gesellschaft<\/span><\/h5>\n                            <\/a>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div data-hover=\"\" data-colibri-component=\"link\" data-href=\"https:\/\/www.l3s.de\/research-at-l3s\/all-projects\/business-society\/\" data-colibri-id=\"791-c115\" class=\"h-content-swap-hover-container animated h-content-swap__hover d-flex border-radius-inherit fadeIn justify-content-lg-center justify-content-md-center justify-content-center h-content-swap-hover-container--with-link style-14319 style-local-791-c115 position-relative\"\n                      style=\"display: none;\">\n                      <!---->\n                      <div class=\"w-100 h-y-container align-self-lg-center align-self-md-center align-self-center\">\n                        <!---->\n                        <div data-colibri-id=\"791-c116\" class=\"h-global-transition-all h-heading style-14304 style-local-791-c116 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-heading__outer style-14304 style-local-791-c116\">\n                            <!---->\n                            <!---->\n                            <a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/business-society\/\" h-use-smooth-scroll=\"true\">\n                              <h5 class=\"\">Wirtschaft &amp; Gesellschaft<\/h5>\n                            <\/a>\n                          <\/div>\n                        <\/div>\n                        <div data-colibri-id=\"791-c117\" class=\"h-text h-text-component style-14302 style-local-791-c117 position-relative h-element\">\n                          <!---->\n                          <!---->\n                          <div class=\"\">\n                            <p>Mit dem Fortschreiten der Digitalisierung ver\u00e4ndert sich auch die Gesellschaft. Unsere Projekte zielen darauf ab, die Entwicklung hin zur Nutzung zuverl\u00e4ssiger digitaler Systeme zu erleichtern.<\/p>\n                          <\/div>\n                        <\/div>\n                        <div data-colibri-id=\"791-c118\" class=\"h-x-container style-14300 style-local-791-c118 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-x-container-inner style-dynamic-791-c118-group style-14300-spacing style-local-791-c118-spacing\"><span class=\"h-button__outer style-1929-outer style-local-791-c119-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/business-society\/\"  data-colibri-id=\"791-c119\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-1929 style-local-791-c119 position-relative\"><!----><!----> <span>Weiterlesen<\/span><\/a>\n                            <\/span>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n          <div data-aos=\"flipInX\" class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-10980-outer style-local-791-c120-outer\">\n            <div data-colibri-id=\"791-c120\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-10980 style-local-791-c120 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-component=\"content-swap\" data-colibri-id=\"791-c121\" class=\"content-swap style-14295 style-local-791-c121 position-relative h-element\">\n                  <!---->\n                  <div class=\"d-flex position-relative border-radius-inherit h-content-swap__overflow\">\n                    <div data-normal=\"\" data-colibri-id=\"791-c122\" class=\"h-content-swap__normal d-flex border-radius-inherit hide-animation style-14296 style-local-791-c122 position-relative\">\n                      <!---->\n                      <div class=\"w-100 h-y-container align-self-lg-end align-self-md-end align-self-end\">\n                        <!---->\n                        <div data-colibri-id=\"791-c123\" class=\"h-global-transition-all h-heading style-14328 style-local-791-c123 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-heading__outer style-14328 style-local-791-c123\">\n                            <!---->\n                            <!---->\n                            <a href=\"https:\/\/www.l3s.de\/de\/research\/topics\/mobility\/\" h-use-smooth-scroll=\"true\">\n                              <h5 class=\"\">Energie &amp; Nachhaltigkeit<\/h5>\n                            <\/a>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div data-hover=\"\" data-colibri-component=\"link\" data-href=\"https:\/\/www.l3s.de\/research-at-l3s\/all-projects\/energy-sustainability\/\" data-colibri-id=\"791-c124\" class=\"h-content-swap-hover-container animated h-content-swap__hover d-flex border-radius-inherit fadeIn justify-content-lg-center justify-content-md-center justify-content-center h-content-swap-hover-container--with-link style-14299 style-local-791-c124 position-relative\"\n                      style=\"display: none;\">\n                      <!---->\n                      <div class=\"w-100 h-y-container align-self-lg-center align-self-md-center align-self-center\">\n                        <!---->\n                        <div data-colibri-id=\"791-c125\" class=\"h-global-transition-all h-heading style-14304 style-local-791-c125 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-heading__outer style-14304 style-local-791-c125\">\n                            <!---->\n                            <!---->\n                            <a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/energy-sustainability\/\" h-use-smooth-scroll=\"true\">\n                              <h5 class=\"\">Energie &amp; Nachhaltigkeit<\/h5>\n                            <\/a>\n                          <\/div>\n                        <\/div>\n                        <div data-colibri-id=\"791-c126\" class=\"h-text h-text-component style-26029 style-local-791-c126 position-relative h-element\">\n                          <!---->\n                          <!---->\n                          <div class=\"\">\n                            <p>Die Erforschung und Erprobung von KI-Modellen f\u00fcr den Energiesektor hat das Potenzial, die Nutzung von Energie nachhaltig zu verbessern.<\/p>\n                          <\/div>\n                        <\/div>\n                        <div data-colibri-id=\"791-c127\" class=\"h-x-container style-14300 style-local-791-c127 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-x-container-inner style-dynamic-791-c127-group style-14300-spacing style-local-791-c127-spacing\"><span class=\"h-button__outer style-1929-outer style-local-791-c128-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/energy-sustainability\/\"  data-colibri-id=\"791-c128\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-1929 style-local-791-c128 position-relative\"><!----><!----> <span>Weiterlesen<\/span><\/a>\n                            <\/span>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n          <div data-aos=\"flipInX\" class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-10980-outer style-local-791-c129-outer\">\n            <div data-colibri-id=\"791-c129\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-10980 style-local-791-c129 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-component=\"content-swap\" data-colibri-id=\"791-c130\" class=\"content-swap style-14325 style-local-791-c130 position-relative h-element\">\n                  <!---->\n                  <div class=\"d-flex position-relative border-radius-inherit h-content-swap__overflow\">\n                    <div data-normal=\"\" data-colibri-id=\"791-c131\" class=\"h-content-swap__normal d-flex border-radius-inherit hide-animation style-14326 style-local-791-c131 position-relative\">\n                      <!---->\n                      <div class=\"w-100 h-y-container align-self-lg-end align-self-md-end align-self-end\">\n                        <!---->\n                        <div data-colibri-id=\"791-c132\" class=\"h-global-transition-all h-heading style-14328 style-local-791-c132 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-heading__outer style-14328 style-local-791-c132\">\n                            <!---->\n                            <!---->\n                            <a href=\"https:\/\/www.l3s.de\/de\/research\/topics\/mobility\/\" h-use-smooth-scroll=\"true\">\n                              <h5 class=\"\"><span style=\"color: rgb(255, 255, 255);\">Medizin<\/span><\/h5>\n                            <\/a>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div data-hover=\"\" data-colibri-component=\"link\" data-href=\"https:\/\/www.l3s.de\/research-at-l3s\/all-projects\/medicine\/\" data-colibri-id=\"791-c133\" class=\"h-content-swap-hover-container animated h-content-swap__hover d-flex border-radius-inherit fadeIn justify-content-lg-center justify-content-md-center justify-content-center h-content-swap-hover-container--with-link style-14327 style-local-791-c133 position-relative\"\n                      style=\"display: none;\">\n                      <!---->\n                      <div class=\"w-100 h-y-container align-self-lg-center align-self-md-center align-self-center\">\n                        <!---->\n                        <div data-colibri-id=\"791-c134\" class=\"h-global-transition-all h-heading style-14304 style-local-791-c134 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-heading__outer style-14304 style-local-791-c134\">\n                            <!---->\n                            <!---->\n                            <a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/medicine\/\" h-use-smooth-scroll=\"true\">\n                              <h5 class=\"\">Medizin<\/h5>\n                            <\/a>\n                          <\/div>\n                        <\/div>\n                        <div data-colibri-id=\"791-c135\" class=\"h-text h-text-component style-14302 style-local-791-c135 position-relative h-element\">\n                          <!---->\n                          <!---->\n                          <div class=\"\">\n                            <p>Die Digitalisierung er\u00f6ffnet Forschungs- und Anwendungspotenziale f\u00fcr Krankheitsbilder, um Pr\u00e4vention, Diagnostik und Therapie zu verbessern. <\/p>\n                          <\/div>\n                        <\/div>\n                        <div data-colibri-id=\"791-c136\" class=\"h-x-container style-14300 style-local-791-c136 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-x-container-inner style-dynamic-791-c136-group style-14300-spacing style-local-791-c136-spacing\"><span class=\"h-button__outer style-1929-outer style-local-791-c137-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/medicine\/\"  data-colibri-id=\"791-c137\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-1929 style-local-791-c137 position-relative\"><!----><!----> <span>Weiterlesen<\/span><\/a>\n                            <\/span>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n          <div data-aos=\"flipInX\" class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-10980-outer style-local-791-c138-outer\">\n            <div data-colibri-id=\"791-c138\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-10980 style-local-791-c138 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-component=\"content-swap\" data-colibri-id=\"791-c139\" class=\"content-swap style-14311 style-local-791-c139 position-relative h-element\">\n                  <!---->\n                  <div class=\"d-flex position-relative border-radius-inherit h-content-swap__overflow\">\n                    <div data-normal=\"\" data-colibri-id=\"791-c140\" class=\"h-content-swap__normal d-flex border-radius-inherit hide-animation style-14312 style-local-791-c140 position-relative\">\n                      <!---->\n                      <div class=\"w-100 h-y-container align-self-lg-end align-self-md-end align-self-end\">\n                        <!---->\n                        <div data-colibri-id=\"791-c141\" class=\"h-global-transition-all h-heading style-14328 style-local-791-c141 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-heading__outer style-14328 style-local-791-c141\">\n                            <!---->\n                            <!---->\n                            <a href=\"https:\/\/www.l3s.de\/de\/research\/topics\/mobility\/\" h-use-smooth-scroll=\"true\">\n                              <h5 class=\"\">Mobilit\u00e4t<\/h5>\n                            <\/a>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div data-hover=\"\" data-colibri-component=\"link\" data-href=\"https:\/\/www.l3s.de\/research-at-l3s\/all-projects\/mobility\/\" data-colibri-id=\"791-c142\" class=\"h-content-swap-hover-container animated h-content-swap__hover d-flex border-radius-inherit fadeIn justify-content-lg-center justify-content-md-center justify-content-center h-content-swap-hover-container--with-link style-14313 style-local-791-c142 position-relative\"\n                      style=\"display: none;\">\n                      <!---->\n                      <div class=\"w-100 h-y-container align-self-lg-center align-self-md-center align-self-center\">\n                        <!---->\n                        <div data-colibri-id=\"791-c143\" class=\"h-global-transition-all h-heading style-14304 style-local-791-c143 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-heading__outer style-14304 style-local-791-c143\">\n                            <!---->\n                            <!---->\n                            <a href=\"https:\/\/www.l3s.de\/de\/research\/topics\/mobility\/\" h-use-smooth-scroll=\"true\">\n                              <h5 class=\"\">Mobilit\u00e4t<\/h5>\n                            <\/a>\n                          <\/div>\n                        <\/div>\n                        <div data-colibri-id=\"791-c144\" class=\"h-text h-text-component style-14302 style-local-791-c144 position-relative h-element\">\n                          <!---->\n                          <!---->\n                          <div class=\"\">\n                            <p>The digital networking of people, infrastructure and mobility carriers enables innovative solutions that sustainably change conventional mobility.<\/p>\n                          <\/div>\n                        <\/div>\n                        <div data-colibri-id=\"791-c145\" class=\"h-x-container style-14300 style-local-791-c145 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-x-container-inner style-dynamic-791-c145-group style-14300-spacing style-local-791-c145-spacing\"><span class=\"h-button__outer style-1929-outer style-local-791-c146-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/mobility\/\"  data-colibri-id=\"791-c146\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-1929 style-local-791-c146 position-relative\"><!----><!----> <span>Weiterlesen<\/span><\/a>\n                            <\/span>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n          <div data-aos=\"flipInX\" class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-10980-outer style-local-791-c147-outer\">\n            <div data-colibri-id=\"791-c147\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-10980 style-local-791-c147 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-component=\"content-swap\" data-colibri-id=\"791-c148\" class=\"content-swap style-14305 style-local-791-c148 position-relative h-element\">\n                  <!---->\n                  <div class=\"d-flex position-relative border-radius-inherit h-content-swap__overflow\">\n                    <div data-normal=\"\" data-colibri-id=\"791-c149\" class=\"h-content-swap__normal d-flex border-radius-inherit hide-animation style-14306 style-local-791-c149 position-relative\">\n                      <!---->\n                      <div class=\"w-100 h-y-container align-self-lg-end align-self-md-end align-self-end\">\n                        <!---->\n                        <div data-colibri-id=\"791-c150\" class=\"h-global-transition-all h-heading style-14328 style-local-791-c150 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-heading__outer style-14328 style-local-791-c150\">\n                            <!---->\n                            <!---->\n                            <a href=\"https:\/\/www.l3s.de\/de\/research\/topics\/mobility\/\" h-use-smooth-scroll=\"true\">\n                              <h5 class=\"\"><span style=\"color: rgb(255, 255, 255);\">Produktion<\/span><\/h5>\n                            <\/a>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div data-hover=\"\" data-colibri-component=\"link\" data-href=\"https:\/\/www.l3s.de\/research-at-l3s\/all-projects\/production\/\" data-colibri-id=\"791-c151\" class=\"h-content-swap-hover-container animated h-content-swap__hover d-flex border-radius-inherit fadeIn justify-content-lg-center justify-content-md-center justify-content-center h-content-swap-hover-container--with-link style-14307 style-local-791-c151 position-relative\"\n                      style=\"display: none;\">\n                      <!---->\n                      <div class=\"w-100 h-y-container align-self-lg-center align-self-md-center align-self-center\">\n                        <!---->\n                        <div data-colibri-id=\"791-c152\" class=\"h-global-transition-all h-heading style-14304 style-local-791-c152 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-heading__outer style-14304 style-local-791-c152\">\n                            <!---->\n                            <!---->\n                            <a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/production\/\" h-use-smooth-scroll=\"true\">\n                              <h5 class=\"\">Produktion<\/h5>\n                            <\/a>\n                          <\/div>\n                        <\/div>\n                        <div data-colibri-id=\"791-c153\" class=\"h-text h-text-component style-14302 style-local-791-c153 position-relative h-element\">\n                          <!---->\n                          <!---->\n                          <div class=\"\">\n                            <p>Our projects aim to increase the efficiency of AI for production and to support companies in the application of AI and digital technologies.<\/p>\n                          <\/div>\n                        <\/div>\n                        <div data-colibri-id=\"791-c154\" class=\"h-x-container style-14300 style-local-791-c154 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-x-container-inner style-dynamic-791-c154-group style-14300-spacing style-local-791-c154-spacing\"><span class=\"h-button__outer style-1929-outer style-local-791-c155-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/production\/\"  data-colibri-id=\"791-c155\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-1929 style-local-791-c155 position-relative\"><!----><!----> <span>Weiterlesen<\/span><\/a>\n                            <\/span>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n          <div data-aos=\"flipInX\" class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-10980-outer style-local-791-c156-outer\">\n            <div data-colibri-id=\"791-c156\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-10980 style-local-791-c156 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-component=\"content-swap\" data-colibri-id=\"791-c157\" class=\"content-swap style-14308 style-local-791-c157 position-relative h-element\">\n                  <!---->\n                  <div class=\"d-flex position-relative border-radius-inherit h-content-swap__overflow\">\n                    <div data-normal=\"\" data-colibri-id=\"791-c158\" class=\"h-content-swap__normal d-flex border-radius-inherit hide-animation style-14309 style-local-791-c158 position-relative\">\n                      <!---->\n                      <div class=\"w-100 h-y-container align-self-lg-end align-self-md-end align-self-end\">\n                        <!---->\n                        <div data-colibri-id=\"791-c159\" class=\"h-global-transition-all h-heading style-14328 style-local-791-c159 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-heading__outer style-14328 style-local-791-c159\">\n                            <!---->\n                            <!---->\n                            <a href=\"https:\/\/www.l3s.de\/de\/research\/topics\/mobility\/\" h-use-smooth-scroll=\"true\">\n                              <h5 class=\"\"><span style=\"color: rgb(255, 255, 255);\">Wissenschaft<\/span><\/h5>\n                            <\/a>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div data-hover=\"\" data-colibri-component=\"link\" data-href=\"https:\/\/www.l3s.de\/research-at-l3s\/all-projects\/science\/\" data-colibri-id=\"791-c160\" class=\"h-content-swap-hover-container animated h-content-swap__hover d-flex border-radius-inherit fadeIn justify-content-lg-center justify-content-md-center justify-content-center h-content-swap-hover-container--with-link style-14310 style-local-791-c160 position-relative\"\n                      style=\"display: none;\">\n                      <!---->\n                      <div class=\"w-100 h-y-container align-self-lg-center align-self-md-center align-self-center\">\n                        <!---->\n                        <div data-colibri-id=\"791-c161\" class=\"h-global-transition-all h-heading style-14304 style-local-791-c161 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-heading__outer style-14304 style-local-791-c161\">\n                            <!---->\n                            <!---->\n                            <a href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/science\/\" h-use-smooth-scroll=\"true\">\n                              <h5 class=\"\">Wissenschaft<\/h5>\n                            <\/a>\n                          <\/div>\n                        <\/div>\n                        <div data-colibri-id=\"791-c162\" class=\"h-text h-text-component style-26030 style-local-791-c162 position-relative h-element\">\n                          <!---->\n                          <!---->\n                          <div class=\"\">\n                            <p>Neue KI-Methoden k\u00f6nnen sowohl komplexe Ph\u00e4nomene vorhersagen als auch Einblicke in die zugrundeliegenden Prozesse in den Wissenschaften geben.&nbsp;<\/p>\n                          <\/div>\n                        <\/div>\n                        <div data-colibri-id=\"791-c163\" class=\"h-x-container style-14300 style-local-791-c163 position-relative h-element\">\n                          <!---->\n                          <div class=\"h-x-container-inner style-dynamic-791-c163-group style-14300-spacing style-local-791-c163-spacing\"><span class=\"h-button__outer style-1929-outer style-local-791-c164-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/science\/\"  data-colibri-id=\"791-c164\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-1929 style-local-791-c164 position-relative\"><!----><!----> <span>Weiterlesen<\/span><\/a>\n                            <\/span>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n  <div data-colibri-component=\"section\" data-colibri-id=\"791-c165\" id=\"custom-4\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-2653 style-local-791-c165 position-relative\">\n    <!---->\n    <div class=\"h-separator\" style=\"height: 15px; top: calc(0px);\">\n      <svg style=\"fill:rgb(240, 243, 244);\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\">\n        <path class=\"svg-white-bg\" d=\"M421.9,6.5c22.6-2.5,51.5,0.4,75.5,5.3c23.6,4.9,70.9,23.5,100.5,35.7c75.8,32.2,133.7,44.5,192.6,49.7\tc23.6,2.1,48.7,3.5,103.4-2.5c54.7-6,106.2-25.6,106.2-25.6V0H0v30.3c0,0,72,32.6,158.4,30.5c39.2-0.7,92.8-6.7,134-22.4\tc21.2-8.1,52.2-18.2,79.7-24.2C399.3,7.9,411.6,7.5,421.9,6.5z\"><\/path>\n      <\/svg>\n    <\/div>\n    <div class=\"h-section-grid-container h-section-fluid-container\">\n      <!---->\n      <div data-colibri-id=\"791-c166\" class=\"h-row-container gutters-row-lg-1 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-1 gutters-row-v-md-0 gutters-row-v-1 style-2720 style-local-791-c166 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-1 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-1 gutters-col-v-md-0 gutters-col-v-1\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-2721-outer style-local-791-c167-outer\">\n            <div data-colibri-id=\"791-c167\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-1 h-px-md-0 h-px-1 v-inner-lg-1 v-inner-md-0 v-inner-1 style-2721 style-local-791-c167 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-center align-self-md-center align-self-center\">\n                <!---->\n                <div data-colibri-id=\"791-c168\" class=\"h-global-transition-all h-heading style-14229 style-local-791-c168 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-14229 style-local-791-c168\">\n                    <!---->\n                    <!---->\n                    <a href=\"https:\/\/www.l3s.de\/de\/magazine\/\" h-use-smooth-scroll=\"true\">\n                      <h1 class=\"\">binaire webspecial<\/h1>\n                    <\/a>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"791-c169\" class=\"h-global-transition-all h-heading style-2675 style-local-791-c169 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-2675 style-local-791-c169\">\n                    <!---->\n                    <!---->\n                    <a href=\"https:\/\/www.l3s.de\/de\/magazine\/\" h-use-smooth-scroll=\"true\">\n                      <h2 class=\"\">KI-Forschung: Gegenwart und Zukunft<\/h2>\n                    <\/a>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"791-c170\" class=\"h-lead h-text h-text-component style-11358 style-local-791-c170 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>The latest issue of the L3S magazine Binaire focuses on core research priorities including trustworthy AI, agentic and embodied systems, hybrid AI approaches, foundation models for medical applications, energy-efficient AI, and the\n                      expanding role of AI in scientific discovery.<\/p>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-2722-outer style-local-791-c171-outer\">\n            <div data-colibri-id=\"791-c171\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-1 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-2722 style-local-791-c171 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-component=\"slider\" data-colibri-id=\"791-c172\" class=\"h-slider d-flex style-2723 style-local-791-c172 position-relative\">\n                  <!---->\n                  <div class=\"swiper-container h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-3 gutters-row-v-lg-3 gutters-row-v-md-3 gutters-row-v-3 h-overflow-hidden\">\n                    <div class=\"swiper-wrapper h-row justify-content-lg-start justify-content-md-start justify-content-start align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-3 gutters-col-v-lg-3 gutters-col-v-md-3 gutters-col-v-3\">\n                      <div data-colibri-component=\"link\" data-href=\"\" class=\"h-slider-item swiper-slide h-column h-column-container d-flex h-col-auto style-2724-outer style-local-791-c173-outer\">\n                        <div data-colibri-id=\"791-c173\" class=\"w-100 h-swiper-item__inner d-flex h-flex-basis h-HopTextCarouselItem__inner h-px-lg-2 h-px-md-2 h-px-0 v-inner-lg-2 v-inner-md-2 v-inner-0 style-2724 style-local-791-c173 position-relative\">\n                          <!---->\n                          <div class=\"w-100 h-100 d-flex justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-center align-items-md-center align-items-center\">\n                            <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start h-slider-item-content-wrapper\">\n                              <!---->\n                              <div data-colibri-id=\"791-c174\" class=\"d-block style-2660 style-local-791-c174 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-image__frame-container-outer\">\n                                  <a href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/on-the-path-towards-trustworthy-ai-overview\/\" h-use-smooth-scroll=\"true\" class=\"image-link\">\n                                    <div class=\"h-image__frame-container\">\n                                      <!---->\n                                      <!---->\n                                      <img decoding=\"async\" width=\"754\" height=\"754\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/tosch_painting_vertical-hp.jpg\" class=\"wp-image-42015 style-2660-image style-local-791-c174-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/tosch_painting_vertical-hp.jpg 754w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/tosch_painting_vertical-hp-300x300.jpg 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/tosch_painting_vertical-hp-150x150.jpg 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/tosch_painting_vertical-hp-12x12.jpg 12w\" data-sizes=\"(max-width: 754px) 100vw, 754px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 754px; --smush-placeholder-aspect-ratio: 754\/754;\" \/>\n                                      <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-2660-frameImage style-local-791-c174-frameImage\"><\/div>\n                                    <\/div>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c175\" class=\"style-2735 style-local-791-c175 position-relative h-element\">\n                                <!---->\n                              <\/div>\n                              <div data-colibri-id=\"791-c176\" class=\"h-global-transition-all h-heading style-2661 style-local-791-c176 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-heading__outer style-2661 style-local-791-c176\">\n                                  <!---->\n                                  <!---->\n                                  <a href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/on-the-path-towards-trustworthy-ai-overview\/\" h-use-smooth-scroll=\"true\">\n                                    <h5 class=\"\">On the Path Towards Trustworthy AI (Overview)<\/h5>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c177\" class=\"h-text h-text-component style-2659 style-local-791-c177 position-relative h-element\">\n                                <!---->\n                                <!---->\n                                <div class=\"\">\n                                  <p>KI ver\u00e4ndert die Welt rasant. Das L3S verbindet Forschung und Verantwortung \u2013 mit Trustworthy AI als Leitprinzip. Ein Blick auf die Forschungsfelder der kommenden Jahre.<\/p>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c178\" class=\"h-x-container style-2669 style-local-791-c178 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-x-container-inner style-dynamic-791-c178-group style-2669-spacing style-local-791-c178-spacing\"><span class=\"h-button__outer style-11131-outer style-local-791-c179-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/on-the-path-towards-trustworthy-ai-overview\/\"  data-colibri-id=\"791-c179\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-11131 style-local-791-c179 button-mainpage position-relative\"><!----><!----> <span>Weiterlesen<\/span><\/a>\n                                  <\/span>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                      <div data-colibri-component=\"link\" data-href=\"\" class=\"h-slider-item swiper-slide h-column h-column-container d-flex h-col-auto style-2724-outer style-local-791-c180-outer\">\n                        <div data-colibri-id=\"791-c180\" class=\"w-100 h-swiper-item__inner d-flex h-flex-basis h-HopTextCarouselItem__inner h-px-lg-2 h-px-md-2 h-px-0 v-inner-lg-2 v-inner-md-2 v-inner-0 style-2724 style-local-791-c180 position-relative\">\n                          <!---->\n                          <div class=\"w-100 h-100 d-flex justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-center align-items-md-center align-items-center\">\n                            <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start h-slider-item-content-wrapper\">\n                              <!---->\n                              <div data-colibri-id=\"791-c181\" class=\"d-block style-2660 style-local-791-c181 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-image__frame-container-outer\">\n                                  <a href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/open-ethical-european\/\" h-use-smooth-scroll=\"true\" class=\"image-link\">\n                                    <div class=\"h-image__frame-container\">\n                                      <!---->\n                                      <!---->\n                                      <img decoding=\"async\" width=\"768\" height=\"768\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/tosch_European_research_collaboration_panorama-hp.jpg\" class=\"wp-image-42014 style-2660-image style-local-791-c181-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/tosch_European_research_collaboration_panorama-hp.jpg 768w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/tosch_European_research_collaboration_panorama-hp-300x300.jpg 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/tosch_European_research_collaboration_panorama-hp-150x150.jpg 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/tosch_European_research_collaboration_panorama-hp-12x12.jpg 12w\" data-sizes=\"(max-width: 768px) 100vw, 768px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 768px; --smush-placeholder-aspect-ratio: 768\/768;\" \/>\n                                      <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-2660-frameImage style-local-791-c181-frameImage\"><\/div>\n                                    <\/div>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c182\" class=\"style-2735 style-local-791-c182 position-relative h-element\">\n                                <!---->\n                              <\/div>\n                              <div data-colibri-id=\"791-c183\" class=\"h-global-transition-all h-heading style-2661 style-local-791-c183 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-heading__outer style-2661 style-local-791-c183\">\n                                  <!---->\n                                  <!---->\n                                  <a href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/open-ethical-european\/\" h-use-smooth-scroll=\"true\">\n                                    <h5 class=\"\">Offen, ethisch, europ\u00e4isch<\/h5>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c184\" class=\"h-text h-text-component style-2659 style-local-791-c184 position-relative h-element\">\n                                <!---->\n                                <!---->\n                                <div class=\"\">\n                                  <p>Verl\u00e4ssliche, europ\u00e4ische Dateninfrastrukturen sind der Schl\u00fcssel zu vertrauensw\u00fcrdiger KI. Das L3S geht mit Projekten wie SoBigData vorangeht.<\/p>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c185\" class=\"h-x-container style-2669 style-local-791-c185 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-x-container-inner style-dynamic-791-c185-group style-2669-spacing style-local-791-c185-spacing\"><span class=\"h-button__outer style-11131-outer style-local-791-c186-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/open-ethical-european\/\"  data-colibri-id=\"791-c186\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-11131 style-local-791-c186 button-mainpage position-relative\"><!----><!----> <span>Weiterlesen<\/span><\/a>\n                                  <\/span>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                      <div data-colibri-component=\"link\" data-href=\"\" class=\"h-slider-item swiper-slide h-column h-column-container d-flex h-col-auto style-2724-outer style-local-791-c187-outer\">\n                        <div data-colibri-id=\"791-c187\" class=\"w-100 h-swiper-item__inner d-flex h-flex-basis h-HopTextCarouselItem__inner h-px-lg-2 h-px-md-2 h-px-0 v-inner-lg-2 v-inner-md-2 v-inner-0 style-2724 style-local-791-c187 position-relative\">\n                          <!---->\n                          <div class=\"w-100 h-100 d-flex justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-center align-items-md-center align-items-center\">\n                            <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start h-slider-item-content-wrapper\">\n                              <!---->\n                              <div data-colibri-id=\"791-c188\" class=\"d-block style-2660 style-local-791-c188 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-image__frame-container-outer\">\n                                  <a href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/recognising-patterns-and-linking-knowledge\/\" h-use-smooth-scroll=\"true\" class=\"image-link\">\n                                    <div class=\"h-image__frame-container\">\n                                      <!---->\n                                      <!---->\n                                      <img decoding=\"async\" width=\"700\" height=\"700\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/Bild_ORKG_Ask-hp.png\" class=\"wp-image-42012 style-2660-image style-local-791-c188-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/Bild_ORKG_Ask-hp.png 700w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/Bild_ORKG_Ask-hp-300x300.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/Bild_ORKG_Ask-hp-150x150.png 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/Bild_ORKG_Ask-hp-12x12.png 12w\" data-sizes=\"(max-width: 700px) 100vw, 700px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 700px; --smush-placeholder-aspect-ratio: 700\/700;\" \/>\n                                      <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-2660-frameImage style-local-791-c188-frameImage\"><\/div>\n                                    <\/div>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c189\" class=\"style-2735 style-local-791-c189 position-relative h-element\">\n                                <!---->\n                              <\/div>\n                              <div data-colibri-id=\"791-c190\" class=\"h-global-transition-all h-heading style-2661 style-local-791-c190 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-heading__outer style-2661 style-local-791-c190\">\n                                  <!---->\n                                  <!---->\n                                  <a href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/recognising-patterns-and-linking-knowledge\/\" h-use-smooth-scroll=\"true\">\n                                    <h5 class=\"\">Muster erkennen und Wissen verkn\u00fcpfen<\/h5>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c191\" class=\"h-text h-text-component style-2659 style-local-791-c191 position-relative h-element\">\n                                <!---->\n                                <!---->\n                                <div class=\"\">\n                                  <p>Hybrid KI kombiniert neuronale und symbolische Methoden \u2013 f\u00fcr KI-Systeme, die Ergebnisse liefern und ihre Entscheidungen erkl\u00e4ren.<\/p>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c192\" class=\"h-x-container style-2669 style-local-791-c192 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-x-container-inner style-dynamic-791-c192-group style-2669-spacing style-local-791-c192-spacing\"><span class=\"h-button__outer style-11131-outer style-local-791-c193-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/recognising-patterns-and-linking-knowledge\/\"  data-colibri-id=\"791-c193\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-11131 style-local-791-c193 button-mainpage position-relative\"><!----><!----> <span>Weiterlesen<\/span><\/a>\n                                  <\/span>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                      <div data-colibri-component=\"link\" data-href=\"\" class=\"h-slider-item swiper-slide h-column h-column-container d-flex h-col-auto style-2724-outer style-local-791-c194-outer\">\n                        <div data-colibri-id=\"791-c194\" class=\"w-100 h-swiper-item__inner d-flex h-flex-basis h-HopTextCarouselItem__inner h-px-lg-2 h-px-md-2 h-px-0 v-inner-lg-2 v-inner-md-2 v-inner-0 style-2724 style-local-791-c194 position-relative\">\n                          <!---->\n                          <div class=\"w-100 h-100 d-flex justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-center align-items-md-center align-items-center\">\n                            <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start h-slider-item-content-wrapper\">\n                              <!---->\n                              <div data-colibri-id=\"791-c195\" class=\"d-block style-2660 style-local-791-c195 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-image__frame-container-outer\">\n                                  <a href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/ai-driving-innovation-in-medicine\/\" h-use-smooth-scroll=\"true\" class=\"image-link\">\n                                    <div class=\"h-image__frame-container\">\n                                      <!---->\n                                      <!---->\n                                      <img decoding=\"async\" width=\"1024\" height=\"1024\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/ChatGPT-Image-hp.png\" class=\"wp-image-42013 style-2660-image style-local-791-c195-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/ChatGPT-Image-hp.png 1024w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/ChatGPT-Image-hp-300x300.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/ChatGPT-Image-hp-150x150.png 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/ChatGPT-Image-hp-768x768.png 768w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/ChatGPT-Image-hp-12x12.png 12w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/1024;\" \/>\n                                      <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-2660-frameImage style-local-791-c195-frameImage\"><\/div>\n                                    <\/div>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c196\" class=\"style-14231 style-local-791-c196 position-relative h-element\">\n                                <!---->\n                              <\/div>\n                              <div data-colibri-id=\"791-c197\" class=\"h-global-transition-all h-heading style-2661 style-local-791-c197 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-heading__outer style-2661 style-local-791-c197\">\n                                  <!---->\n                                  <!---->\n                                  <a href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/ai-driving-innovation-in-medicine\/\" h-use-smooth-scroll=\"true\">\n                                    <h5 class=\"\">KI als Motor biomedizinischer Innovation<\/h5>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c198\" class=\"h-text h-text-component style-2659 style-local-791-c198 position-relative h-element\">\n                                <!---->\n                                <!---->\n                                <div class=\"\">\n                                  <p>Grundlagenmodelle erkennen Muster in Text, Bildern und Daten \u2013 f\u00fcr Diagnostik, Therapie, Wirkstoffentwicklung und Genanalysen.<\/p>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c199\" class=\"h-x-container style-2667 style-local-791-c199 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-x-container-inner style-dynamic-791-c199-group style-2667-spacing style-local-791-c199-spacing\"><span class=\"h-button__outer style-11131-outer style-local-791-c200-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/ai-driving-innovation-in-medicine\/\"  data-colibri-id=\"791-c200\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-11131 style-local-791-c200 button-mainpage position-relative\"><!----><!----> <span>Weiterlesen<\/span><\/a>\n                                  <\/span>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                      <div data-colibri-component=\"link\" data-href=\"\" class=\"h-slider-item swiper-slide h-column h-column-container d-flex h-col-auto style-2724-outer style-local-791-c201-outer\">\n                        <div data-colibri-id=\"791-c201\" class=\"w-100 h-swiper-item__inner d-flex h-flex-basis h-HopTextCarouselItem__inner h-px-lg-2 h-px-md-2 h-px-0 v-inner-lg-2 v-inner-md-2 v-inner-0 style-2724 style-local-791-c201 position-relative\">\n                          <!---->\n                          <div class=\"w-100 h-100 d-flex justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-center align-items-md-center align-items-center\">\n                            <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start h-slider-item-content-wrapper\">\n                              <!---->\n                              <div data-colibri-id=\"791-c202\" class=\"d-block style-2660 style-local-791-c202 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-image__frame-container-outer\">\n                                  <a href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/ai-but-without-the-electricity-bill\/\" h-use-smooth-scroll=\"true\" class=\"image-link\">\n                                    <div class=\"h-image__frame-container\">\n                                      <!---->\n                                      <!---->\n                                      <img decoding=\"async\" width=\"1027\" height=\"1027\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/Example-graph-hp.png\" class=\"wp-image-42011 style-2660-image style-local-791-c202-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/Example-graph-hp.png 1027w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/Example-graph-hp-300x300.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/Example-graph-hp-1024x1024.png 1024w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/Example-graph-hp-150x150.png 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/Example-graph-hp-768x768.png 768w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/Example-graph-hp-12x12.png 12w\" data-sizes=\"(max-width: 1027px) 100vw, 1027px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1027px; --smush-placeholder-aspect-ratio: 1027\/1027;\" \/>\n                                      <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-2660-frameImage style-local-791-c202-frameImage\"><\/div>\n                                    <\/div>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c203\" class=\"style-2735 style-local-791-c203 position-relative h-element\">\n                                <!---->\n                              <\/div>\n                              <div data-colibri-id=\"791-c204\" class=\"h-global-transition-all h-heading style-2661 style-local-791-c204 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-heading__outer style-2661 style-local-791-c204\">\n                                  <!---->\n                                  <!---->\n                                  <a href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/ai-but-without-the-electricity-bill\/\" h-use-smooth-scroll=\"true\">\n                                    <h5 class=\"\">KI \u2013 aber bitte ohne Stromrechnung<\/h5>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c205\" class=\"h-text h-text-component style-2659 style-local-791-c205 position-relative h-element\">\n                                <!---->\n                                <!---->\n                                <div class=\"\">\n                                  <p>Wie wird KI energieeffizienter? L3S-Forscher entwickeln Algorithmen, Quanten- und Photonikans\u00e4tze sowie neue Hardware f\u00fcr nachhaltigere KI-Systeme.<\/p>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c206\" class=\"h-x-container style-2669 style-local-791-c206 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-x-container-inner style-dynamic-791-c206-group style-2669-spacing style-local-791-c206-spacing\"><span class=\"h-button__outer style-11131-outer style-local-791-c207-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/ai-but-without-the-electricity-bill\/\"  data-colibri-id=\"791-c207\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-11131 style-local-791-c207 button-mainpage position-relative\"><!----><!----> <span>Weiterlesen<\/span><\/a>\n                                  <\/span>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                      <div data-colibri-component=\"link\" data-href=\"\" class=\"h-slider-item swiper-slide h-column h-column-container d-flex h-col-auto style-2724-outer style-local-791-c208-outer\">\n                        <div data-colibri-id=\"791-c208\" class=\"w-100 h-swiper-item__inner d-flex h-flex-basis h-HopTextCarouselItem__inner h-px-lg-2 h-px-md-2 h-px-0 v-inner-lg-2 v-inner-md-2 v-inner-0 style-2724 style-local-791-c208 position-relative\">\n                          <!---->\n                          <div class=\"w-100 h-100 d-flex justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-center align-items-md-center align-items-center\">\n                            <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start h-slider-item-content-wrapper\">\n                              <!---->\n                              <div data-colibri-id=\"791-c209\" class=\"d-block style-2660 style-local-791-c209 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-image__frame-container-outer\">\n                                  <a href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/when-machines-start-thinking\/\" h-use-smooth-scroll=\"true\" class=\"image-link\">\n                                    <div class=\"h-image__frame-container\">\n                                      <!---->\n                                      <!---->\n                                      <img decoding=\"async\" width=\"2560\" height=\"2560\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/AI4ScienceX-hp-scaled.jpg\" class=\"wp-image-42016 style-2660-image style-local-791-c209-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/AI4ScienceX-hp-scaled.jpg 2560w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/AI4ScienceX-hp-300x300.jpg 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/AI4ScienceX-hp-1024x1024.jpg 1024w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/AI4ScienceX-hp-150x150.jpg 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/AI4ScienceX-hp-768x768.jpg 768w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/AI4ScienceX-hp-1536x1536.jpg 1536w, https:\/\/www.l3s.de\/wp-content\/uploads\/2025\/12\/AI4ScienceX-hp-12x12.jpg 12w\" data-sizes=\"(max-width: 2560px) 100vw, 2560px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 2560px; --smush-placeholder-aspect-ratio: 2560\/2560;\" \/>\n                                      <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-2660-frameImage style-local-791-c209-frameImage\"><\/div>\n                                    <\/div>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c210\" class=\"style-2735 style-local-791-c210 position-relative h-element\">\n                                <!---->\n                              <\/div>\n                              <div data-colibri-id=\"791-c211\" class=\"h-global-transition-all h-heading style-2661 style-local-791-c211 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-heading__outer style-2661 style-local-791-c211\">\n                                  <!---->\n                                  <!---->\n                                  <a href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/when-machines-start-thinking\/\" h-use-smooth-scroll=\"true\">\n                                    <h5 class=\"\">Wenn Maschinen mitdenken<\/h5>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c212\" class=\"h-text h-text-component style-2659 style-local-791-c212 position-relative h-element\">\n                                <!---->\n                                <!---->\n                                <div class=\"\">\n                                  <p>Neuro-symbolische KI und Wissensgraphen machen KI zum Forschungspartner, der Zusammenh\u00e4nge sichtbar und Entscheidungen nachvollziehbar macht.<\/p>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c213\" class=\"h-x-container style-2669 style-local-791-c213 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-x-container-inner style-dynamic-791-c213-group style-2669-spacing style-local-791-c213-spacing\"><span class=\"h-button__outer style-11131-outer style-local-791-c214-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/when-machines-start-thinking\/\"  data-colibri-id=\"791-c214\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-11131 style-local-791-c214 button-mainpage position-relative\"><!----><!----> <span>Weiterlesen<\/span><\/a>\n                                  <\/span>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                      <div data-colibri-component=\"link\" data-href=\"\" class=\"h-slider-item swiper-slide h-column h-column-container d-flex h-col-auto style-28935-outer style-local-791-c215-outer\">\n                        <div data-colibri-id=\"791-c215\" class=\"w-100 h-swiper-item__inner d-flex h-flex-basis h-HopTextCarouselItem__inner h-px-lg-2 h-px-md-2 h-px-0 v-inner-lg-2 v-inner-md-2 v-inner-0 style-28935 style-local-791-c215 position-relative\">\n                          <!---->\n                          <div class=\"w-100 h-100 d-flex justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-center align-items-md-center align-items-center\">\n                            <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-center align-self-md-center align-self-center h-slider-item-content-wrapper\">\n                              <!---->\n                              <div data-colibri-id=\"791-c216\" class=\"h-global-transition-all h-heading style-14233 style-local-791-c216 position-relative h-element\">\n                                <!---->\n                                <div class=\"h-heading__outer style-14233 style-local-791-c216\">\n                                  <!---->\n                                  <!---->\n                                  <a href=\"https:\/\/www.l3s.de\/de\/magazine\/\" h-use-smooth-scroll=\"true\">\n                                    <h2 class=\"\">Lesen Sie alle unsere Online-Artikel der Binaire<\/h2>\n                                  <\/a>\n                                <\/div>\n                              <\/div>\n                              <div data-colibri-id=\"791-c217\" class=\"style-14236 style-local-791-c217 position-relative h-element\">\n                                <!---->\n                              <\/div>\n                              <div data-colibri-id=\"791-c218\" class=\"h-icon style-14235 style-local-791-c218 position-relative h-element\">\n                                <!---->\n                                <a href=\"https:\/\/www.l3s.de\/de\/magazine\/\" h-use-smooth-scroll=\"true\"><span class=\"h-svg-icon h-icon__icon style-14235-icon style-local-791-c218-icon\"><!--Icon by Linea (http:\/\/linea.io)--><svg version=\"1.1\" id=\"Layer_1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\" viewbox=\"0 0 64 64\" enable-background=\"new 0 0 64 64\" xml:space=\"preserve\">\n<g>\n\t<path d=\"M0,4.863v50.017l32,4.129l32-4.129V4.863L32,8.992L0,4.863z M2,7.137l29,3.742v45.983L2,53.121V7.137z M62,53.121\t\tl-29,3.742V10.879l9-1.162v18.9l5-2.5l5,2.5V8.428l10-1.291V53.121z M44,9.46l6-0.774v16.696l-3-1.5l-3,1.5V9.46z\"><\/path>\n\t<rect x=\"6.948\" y=\"16\" transform=\"matrix(0.9945 0.1047 -0.1047 0.9945 1.8703 -1.6339)\" width=\"19.105\" 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class=\"resize-triggers\">\n                      <div class=\"expand-trigger\">\n                        <div style=\"width: 1px; height: 1px;\"><\/div>\n                      <\/div>\n                      <div class=\"contract-trigger\"><\/div>\n                    <\/div>\n                  <\/div>\n                  <div class=\"h-swiper-dots__outer justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-end align-items-md-end align-items-end style-2733-positionWrapper style-local-791-c221-positionWrapper h-element\">\n                    <div data-colibri-id=\"791-c221\" class=\"h-swiper-dots__wrapper style-2733 style-local-791-c221 position-relative\">\n                      <!---->\n                      <div id=\"swiper-pagination__791-c172\" class=\"h-swiper-dots swiper-pagination d-flex swiper-pagination-clickable swiper-pagination-bullets\"><\/div>\n                      <div><\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n  <div data-colibri-component=\"section\" data-colibri-id=\"791-c222\" id=\"cta\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-2736 style-local-791-c222 position-relative\">\n    <div class=\"background-wrapper\">\n      <div class=\"background-layer background-layer-media-container-lg\">\n        <!---->\n        <div class=\"overlay-layer\">\n          <div class=\"overlay-image-layer\" style=\"background-color: rgb(0, 0, 0); opacity: 0.5;\"><\/div>\n        <\/div>\n      <\/div>\n      <div class=\"background-layer background-layer-media-container-md\">\n        <!---->\n        <div class=\"overlay-layer\">\n          <div class=\"overlay-image-layer\" style=\"background-color: rgb(0, 0, 0); opacity: 0.5;\"><\/div>\n        <\/div>\n      <\/div>\n      <div class=\"background-layer background-layer-media-container\">\n        <!---->\n        <div class=\"overlay-layer\">\n          <div class=\"overlay-image-layer\" style=\"background-color: rgb(0, 0, 0); opacity: 0.5;\"><\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n    <!---->\n    <div class=\"h-section-grid-container h-section-boxed-container\">\n      <!---->\n      <div data-colibri-id=\"791-c223\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-2737 style-local-791-c223 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-2738-outer style-local-791-c224-outer\">\n            <div data-colibri-id=\"791-c224\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-2 v-inner-lg-0 v-inner-md-0 v-inner-2 style-2738 style-local-791-c224 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-center align-self-md-center align-self-center\">\n                <!---->\n                <div data-colibri-id=\"791-c225\" class=\"h-global-transition-all h-heading style-2739 style-local-791-c225 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-2739 style-local-791-c225\">\n                    <!---->\n                    <!---->\n                    <h2 class=\"\">Interessiert an KI und Digitalisierung?<\/h2>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-2740-outer style-local-791-c226-outer\">\n            <div data-colibri-id=\"791-c226\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-2 v-inner-lg-0 v-inner-md-0 v-inner-2 style-2740 style-local-791-c226 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-auto align-self-lg-center align-self-md-center align-self-center\">\n                <!---->\n                <div data-colibri-id=\"791-c227\" class=\"h-x-container style-2741 style-local-791-c227 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-x-container-inner style-dynamic-791-c227-group style-2741-spacing style-local-791-c227-spacing\"><span class=\"h-button__outer style-1929-outer style-local-791-c228-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/de\/career\/\"  data-colibri-id=\"791-c228\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-1929 style-local-791-c228 position-relative\"><!----><!----> <span>Werden Sie Teil des Teams!<\/span><\/a>\n                    <\/span>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n  <div data-colibri-component=\"section\" data-colibri-id=\"791-c229\" id=\"cta-4\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-26015 style-local-791-c229 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-boxed-container\">\n      <!---->\n      <div data-colibri-id=\"791-c230\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-2 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-26016 style-local-791-c230 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-start justify-content-md-start justify-content-start align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-2 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg h-col-md-auto h-col-auto style-26017-outer style-local-791-c231-outer\">\n            <div data-colibri-id=\"791-c231\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-3 h-px-md-3 h-px-3 v-inner-lg-3 v-inner-md-3 v-inner-3 style-26017 style-local-791-c231 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"791-c232\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-26018 style-local-791-c232 position-relative\">\n                  <!---->\n                  <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                    <!---->\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-26019-outer style-local-791-c233-outer\">\n                      <div data-colibri-id=\"791-c233\" class=\"d-flex h-flex-basis h-column__inner h-ui-empty-state-container h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-26019 style-local-791-c233 position-relative\">\n                        <!---->\n                        <!---->\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100\">\n                          <!---->\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-26020-outer style-local-791-c234-outer\">\n                      <div data-colibri-id=\"791-c234\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-26020 style-local-791-c234 position-relative\">\n                        <!---->\n                        <!---->\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-center align-self-md-center align-self-center\">\n                          <!---->\n                          <div data-colibri-id=\"791-c235\" class=\"h-global-transition-all h-heading style-26021 style-local-791-c235 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-heading__outer style-26021 style-local-791-c235\">\n                              <!---->\n                              <!---->\n                              <h5 class=\"\">Bleiben Sie auf dem Laufenden!<\/h5>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"791-c236\" class=\"h-lead h-text h-text-component style-26025 style-local-791-c236 position-relative h-element\">\n                            <!---->\n                            <!---->\n                            <div class=\"\">\n                              <p>Abonnieren Sie unseren Newsletter und erhalten Sie die neuesten Informationen und Einblicke ins L3S direkt in Ihr Postfach.<\/p>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"791-c237\" class=\"h-x-container style-25998 style-local-791-c237 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-x-container-inner style-dynamic-791-c237-group style-25998-spacing style-local-791-c237-spacing\"><span class=\"h-button__outer style-26031-outer style-local-791-c238-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"\"  data-colibri-id=\"791-c238\" class=\"d-flex w-100 align-items-center h-button justify-content-lg-center justify-content-md-center justify-content-center style-26031 style-local-791-c238 button-mainpage position-relative\"><!----><!----> <span>Hier anmelden<\/span><\/a>\n                              <\/span>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Regional Strength, Global Impact L3S is a German research center internationally renowned for its work in the field of digital transformation and the development of [&hellip;]<\/p>","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/homepage.php","meta":{"_acf_changed":false,"footnotes":""},"categories":[],"tags":[],"class_list":["post-791","page","type-page","status-publish","hentry"],"acf":[],"aioseo_notices":[],"publishpress_future_action":{"enabled":false,"date":"2026-05-23 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