{"id":32682,"date":"2024-04-30T12:13:35","date_gmt":"2024-04-30T10:13:35","guid":{"rendered":"https:\/\/www.l3s.de\/?page_id=32682"},"modified":"2024-07-26T09:11:31","modified_gmt":"2024-07-26T07:11:31","slug":"melanie-schaller","status":"publish","type":"page","link":"https:\/\/www.l3s.de\/de\/people\/research-group-leaders\/melanie-schaller\/","title":{"rendered":"Melanie Schaller"},"content":{"rendered":"<div data-colibri-id=\"32682-c1\" class=\"style-24850 style-local-32682-c1 position-relative\">\n  <!---->\n  <div data-colibri-component=\"section\" data-colibri-id=\"32682-c2\" id=\"reusable-sections\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-24851 style-local-32682-c2 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-boxed-container\">\n      <!---->\n      <div data-colibri-id=\"32682-c3\" 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-24852 style-local-32682-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-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-24853-outer style-local-32682-c4-outer\">\n            <div data-colibri-id=\"32682-c4\" 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-24853 style-local-32682-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=\"32682-c5\" class=\"h-global-transition-all h-heading style-24854 style-local-32682-c5 h-hide-lg h-hide-md position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-24854 style-local-32682-c5\">\n                    <!---->\n                    <!---->\n                    <h2 class=\"\">Dr. Melanie Schaller<\/h2>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"32682-c6\" class=\"h-text h-text-component style-24855 style-local-32682-c6 h-hide-lg h-hide-md position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p><strong style=\"color: rgb(17, 47, 74); font-family: &quot;Noto Sans&quot;; font-size: 16px; font-weight: 700;\">Forschungsgruppenleiter<\/strong><\/p>\n                  <\/div>\n                <\/div>\n                <div 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3.896s7.472-1.296 10.488-3.896L480 147.8v229.216c0 8.832.832 24-8 24z\"><\/path><\/svg><\/span>                              <span>schaller@tnt.uni-hannover.de<\/span><\/a>\n                              <\/span>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"32682-c12\" class=\"h-x-container style-24861 style-local-32682-c12 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-x-container-inner style-dynamic-32682-c12-group style-24861-spacing style-local-32682-c12-spacing\"><span class=\"h-link__outer style-24862-outer style-local-32682-c13-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"tel:+49 511 762-5329\"  data-colibri-id=\"32682-c13\" class=\"d-flex w-100 align-items-center h-link style-24862 style-local-32682-c13 position-relative\"><!----><span  class=\"h-svg-icon h-link__icon style-24862-icon 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0-4.5l-65.5-65.5c-2.72-2.72-2.28-2.72-5 0l-40 40-7.5 7.5-10-4.5s-43.83-18.552-81-52.5l-3.5-3c-38.595-36.84-57-86-57-86l-3.5-10 7.5-7 40-40c1.966-1.966.874-3.6 1-3.5l-.5-.5-1-1-64-65.5c-1.156-.925-2.328-1.5-3.5-1.5z\"><\/path><\/svg><\/span>                              <span>+49 511 762-5329<\/span><\/a>\n                              <\/span>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"32682-c14\" class=\"h-x-container style-24863 style-local-32682-c14 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-x-container-inner style-dynamic-32682-c14-group style-24863-spacing style-local-32682-c14-spacing\"><span class=\"h-link__outer style-24862-outer style-local-32682-c15-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/maps.app.goo.gl\/XbF4JyaqiJfNRM7p7\" target=\"_blank\" data-colibri-id=\"32682-c15\" class=\"d-flex w-100 align-items-center h-link style-24862 style-local-32682-c15 position-relative\" rel=\"noopener\"><!----><span  class=\"h-svg-icon h-link__icon style-24862-icon style-local-32682-c15-icon\"><!--Icon by Icons8 Line Awesome (https:\/\/icons8.com\/line-awesome)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"map-marker\" viewbox=\"0 0 512 545.5\"><path d=\"M256 80c79.336 0 144 64.664 144 144 0 22.5-9.116 48.313-21.5 76.5s-28.314 58.098-44.5 86C301.628 442.306 269 489 269 489l-13 19-13-19s-32.628-46.694-65-102.5c-16.186-27.902-32.116-57.813-44.5-86S112 246.5 112 224c0-79.336 64.664-144 144-144zm0 32c-62.04 0-112 49.96-112 112 0 12.844 6.884 37.06 18.5 63.5s27.686 55.738 43.5 83c25.155 43.364 40.74 66.3 50 80 9.26-13.7 24.845-36.636 50-80 15.815-27.262 31.884-56.56 43.5-83S368 236.844 368 224c0-62.04-49.96-112-112-112zm0 80c17.673 0 32 14.327 32 32s-14.327 32-32 32-32-14.327-32-32 14.327-32 32-32z\"><\/path><\/svg><\/span>                              <span>Adresse<\/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 class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-24870-outer style-local-32682-c23-outer\">\n            <div data-colibri-id=\"32682-c23\" 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-24870 style-local-32682-c23 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=\"32682-c24\" class=\"h-row-container gutters-row-lg-1 gutters-row-md-1 gutters-row-0 gutters-row-v-lg-1 gutters-row-v-md-1 gutters-row-v-1 style-24871 style-local-32682-c24 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-1 gutters-col-0 gutters-col-v-lg-1 gutters-col-v-md-1 gutters-col-v-1\">\n                    <!---->\n                    <div class=\"h-column h-column-container d-flex h-col-lg-12 h-col-md-12 h-col-12 style-24872-outer style-local-32682-c25-outer\">\n                      <div data-colibri-id=\"32682-c25\" 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-24872 style-local-32682-c25 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=\"32682-c26\" class=\"h-global-transition-all h-heading style-24873 style-local-32682-c26 h-hide-sm position-relative h-element\">\n                            <!---->\n                            <div class=\"h-heading__outer style-24873 style-local-32682-c26\">\n                              <!---->\n                              <!---->\n                              <h2 class=\"\">Dr. Melanie Schaller<\/h2>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"32682-c27\" class=\"h-text h-text-component style-24874 style-local-32682-c27 h-hide-sm position-relative h-element\">\n                            <!---->\n                            <!---->\n                            <div class=\"\">\n                              <p>Forschungsgruppenleiter<\/p>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"32682-c28\" class=\"style-24876 style-local-32682-c28 h-hide-lg h-hide-md position-relative h-element\">\n                            <!---->\n                          <\/div>\n                          <div data-colibri-id=\"32682-c29\" class=\"style-24878 style-local-32682-c29 position-relative h-element\">\n                            <!---->\n                          <\/div>\n                          <div data-colibri-id=\"32682-c30\" class=\"h-global-transition-all h-heading style-24879 style-local-32682-c30 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-heading__outer style-24879 style-local-32682-c30\">\n                              <!---->\n                              <!---->\n                              <h6 class=\"\">Forschungsschwerpunkte<\/h6>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"32682-c31\" class=\"h-text h-text-component style-24880 style-local-32682-c31 position-relative h-element\">\n                            <!---->\n                            <!---->\n                            <div class=\"\">\n                              <ul>\n                                <li>Sensornetzwerke<\/li>\n                                <li>Cyber-Physische-Systeme<\/li>\n                                <li>Anomalieerkennung<\/li>\n                                <li>Strukturelle Gesundheits\u00fcberwachung<\/li>\n                                <li>Smart Health Anwendungen<\/li>\n                                <li>Graph Neural Networks<\/li>\n                                <li>Pr\u00e4diktive Instandhaltung<\/li>\n                              <\/ul>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"32682-c32\" class=\"style-24878 style-local-32682-c32 position-relative h-element\">\n                            <!---->\n                          <\/div>\n                          <div data-colibri-id=\"32682-c33\" class=\"h-global-transition-all h-heading style-24879 style-local-32682-c33 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-heading__outer style-24879 style-local-32682-c33\">\n                              <!---->\n                              <!---->\n                              <h6 class=\"\">Publikationen<\/h6>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"32682-c34\" class=\"h-text h-text-component style-24881 style-local-32682-c34 position-relative h-element\">\n                            <!---->\n                            <!---->\n                            <div class=\"\">\n                              <p>\n                                <a href=\"https:\/\/scholar.google.com\/citations?user=qd-EBKIAAAAJ&amp;hl=de&amp;oi=ao\" target=\"_blank\" rel=\"noopener\">Google Scholar<\/a>\n                              <\/p>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"32682-c35\" class=\"style-24878 style-local-32682-c35 position-relative h-element\">\n                            <!---->\n                          <\/div>\n                          <div data-toggle=\"true\" data-is-preview=\"true\" data-colibri-component=\"accordion\" data-colibri-id=\"32682-c36\" class=\"h-accordion style-24882 style-local-32682-c36 position-relative h-element\">\n                            <!---->\n                            <div data-colibri-id=\"32682-c37\" class=\"h-accordion-item h-accordion-item-first-child style-24883 style-local-32682-c37 position-relative h-element\">\n                              <!---->\n                              <a data-open-by-default=\"false\" href=\"#32682-c37\" class=\"h-accordion-item-title d-flex align-items-center h-global-transition\">\n                                <!----><span>Curriculum Vitae<\/span>\n                                <div class=\"h-accordion-item-title-normal-icon h-accordion-item-title-icon h-accordion-item-title-icon-right\"><span class=\"h-svg-icon\"><!--Icon by Icons8 Line Awesome (https:\/\/icons8.com\/line-awesome)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"plus\" viewbox=\"0 0 512 545.5\"><path d=\"M240 112h32v160h160v32H272v160h-32V304H80v-32h160V112z\"><\/path><\/svg><\/span><\/div>\n                                <div class=\"h-accordion-item-title-active-icon h-accordion-item-title-icon h-accordion-item-title-icon-right\"><span class=\"h-svg-icon\"><!--Icon by Icons8 Line Awesome (https:\/\/icons8.com\/line-awesome)--><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"minus\" viewbox=\"0 0 512 545.5\"><path d=\"M80 272h352v32H80v-32z\"><\/path><\/svg><\/span><\/div>\n                              <\/a>\n                              <div id=\"32682-c37\" class=\"h-accordion-item-content__container\">\n                                <div class=\"w-100 h-y-container h-accordion-item-content\">\n                                  <!---->\n                                  <div data-colibri-id=\"32682-c38\" class=\"h-text h-text-component style-24884 style-local-32682-c38 position-relative h-element\">\n                                    <!---->\n                                    <!---->\n                                    <div class=\"\">\n                                      <p><span style=\"font-weight: 400; font-size: 14px; font-family: &quot;SF Pro Text&quot;, &quot;Segoe UI&quot;, &quot;Segoe WP&quot;, Tahoma, Arial, sans-serif, Roboto; color: rgb(97, 97, 97);\">Dr. Melanie Schaller schloss 2023 ihre Doktorarbeit an der Universit\u00e4t W\u00fcrzburg zur Anwendung von Cyber-Physical Systems in der nicht-invasiven \u00dcberwachung des intrakraniellen Drucks ab. Auf der Softwareseite liegt der Fokus auf der Ende-zu-Ende-Integration von Ingenieurswissen in Modelle des maschinellen Lernens, Methoden der Anomalieerkennung in multivariaten Zeitreihen sowie die Verarbeitung von Signalen in neuronalen Graphnetzen. Auf der Hardwareseite liegt ihr Schwerpunkt auf der Instrumentierung von Sensornetzwerken.<\/span>\n                                        <br>\n                                        <br><span style=\"font-weight: 400; font-size: 14px; font-family: &quot;SF Pro Text&quot;, &quot;Segoe UI&quot;, &quot;Segoe WP&quot;, Tahoma, Arial, sans-serif, Roboto; color: rgb(97, 97, 97);\">Sie hat mehrere Forschungsprojekte im Bereich des maschinellen Lernens abgeschlossen. Ziel des P-BIM-Projekts war es, zwischen normalem Strukturschwingverhalten und anormalen Verformungen von Strukturen zu unterscheiden. Unter Verwendung neuronaler Graphnetze wurde die Br\u00fcckenstruktur auf der Grundlage von Sensornetzwerkdaten modelliert und zur automatischen Extraktion von Eigenmoden mit einem neuartigen Faltungsfilterdesign f\u00fcr Graphen verwendet. Im Projekt KI@FlowChief bestand das Ziel darin, Leckagen in Wasserverteilungsnetzen zu erkennen und zu lokalisieren, um Wasserverschwendung zu reduzieren. Daf\u00fcr nutzte sie auf headloss basierende Kantengewichte in einem heterogenen neuronalen Graph-Netzwerk.<\/span><\/p>\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-id=\"32682-c39\" class=\"style-24885 style-local-32682-c39 position-relative h-element\">\n                  <!---->\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Dr. Melanie Schaller Research Group Leader schaller@tnt.uni-hannover.de +49 511 762-5329 Address Dr. Melanie Schaller Research Group Leader Research Focus Sensornetworks Cyber-Physical-Systems Anomaly detection Structural Health Monitoring Smart Health Applications Graph Neural Networks Predictive Maintenance Publications Google Scholar Curriculum Vitae Dr. Melanie Schaller completed her PhD at the university of W\u00fcrzburg in 2023 focusing on the [&hellip;]<\/p>","protected":false},"author":11,"featured_media":0,"parent":1691,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width-page.php","meta":{"_acf_changed":false,"footnotes":""},"categories":[],"tags":[],"class_list":["post-32682","page","type-page","status-publish","hentry"],"acf":[],"aioseo_notices":[],"publishpress_future_action":{"enabled":false,"date":"2026-05-20 01:55:05","action":"category","newStatus":"draft","terms":[75],"taxonomy":"category","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/32682","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/comments?post=32682"}],"version-history":[{"count":8,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/32682\/revisions"}],"predecessor-version":[{"id":34156,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/32682\/revisions\/34156"}],"up":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/1691"}],"wp:attachment":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/media?parent=32682"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/categories?post=32682"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/tags?post=32682"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}