{"id":14,"date":"2024-11-25T13:46:18","date_gmt":"2024-11-25T12:46:18","guid":{"rendered":"https:\/\/www.futuremobilitylabs.eu\/?page_id=14"},"modified":"2025-12-11T17:38:05","modified_gmt":"2025-12-11T16:38:05","slug":"projekte","status":"publish","type":"page","link":"https:\/\/www.futuremobilitylabs.eu\/en\/projekte\/","title":{"rendered":"Projects"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"14\" class=\"elementor elementor-14\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4f0c2aee e-flex e-con-boxed e-con e-parent\" data-id=\"4f0c2aee\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-ce6f750 e-grid e-con-full e-con e-child\" data-id=\"ce6f750\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-57bd741 e-con-full e-flex e-con e-child\" data-id=\"57bd741\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6f9b7bf e-con-full e-flex e-con e-child\" data-id=\"6f9b7bf\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2e0916e elementor-widget elementor-widget-image\" data-id=\"2e0916e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"625\" src=\"https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/12\/IMG_5463-1024x625.jpeg\" class=\"attachment-large size-large wp-image-6821\" alt=\"\" srcset=\"https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/12\/IMG_5463-1024x625.jpeg 1024w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/12\/IMG_5463-300x183.jpeg 300w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/12\/IMG_5463-768x469.jpeg 768w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/12\/IMG_5463-1536x938.jpeg 1536w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/12\/IMG_5463-2048x1250.jpeg 2048w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/12\/IMG_5463-18x12.jpeg 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ba71069 e-con-full e-flex e-con e-child\" data-id=\"ba71069\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-059d4a5 elementor-widget elementor-widget-heading\" data-id=\"059d4a5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Komplexe Schienennetzwerke als Digitaler Zwilling<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-97d5922 elementor-widget elementor-widget-text-editor\" data-id=\"97d5922\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Simulation und Optimierung komplexer Schienennetzwerke mit einem Digitalen Zwilling<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-98956db e-con-full e-flex e-con e-child\" data-id=\"98956db\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ec01ddb e-con-full e-flex e-con e-child\" data-id=\"ec01ddb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9fbba77 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"9fbba77\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-calendar\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M400 64h-48V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H160V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H48C21.5 64 0 85.5 0 112v352c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48V112c0-26.5-21.5-48-48-48zm-6 400H54c-3.3 0-6-2.7-6-6V160h352v298c0 3.3-2.7 6-6 6z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d7bb171 e-con-full e-flex e-con e-child\" data-id=\"d7bb171\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cc25e56 elementor-widget elementor-widget-text-editor\" data-id=\"cc25e56\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>September 2025 \u2013 M\u00e4rz 2026<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6ec5328 e-con-full e-flex e-con e-child\" data-id=\"6ec5328\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-cd5b63d e-con-full e-flex e-con e-child\" data-id=\"cd5b63d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1faebf4 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"1faebf4\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-map-marker-alt\" viewbox=\"0 0 384 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M172.268 501.67C26.97 291.031 0 269.413 0 192 0 85.961 85.961 0 192 0s192 85.961 192 192c0 77.413-26.97 99.031-172.268 309.67-9.535 13.774-29.93 13.773-39.464 0zM192 272c44.183 0 80-35.817 80-80s-35.817-80-80-80-80 35.817-80 80 35.817 80 80 80z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-24fde67 e-con-full e-flex e-con e-child\" data-id=\"24fde67\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9ccc78d elementor-widget elementor-widget-text-editor\" data-id=\"9ccc78d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>University of M\u00fcnster, Transdev<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b87db86 e-con-full e-flex e-con e-child\" data-id=\"b87db86\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8e768ff elementor-align-center elementor-widget elementor-widget-button\" data-id=\"8e768ff\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.futuremobilitylabs.eu\/en\/projekte\/simulation-und-optimierung-komplexer-schienennetzwerke-mit-einem-digitalen-zwilling\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Learn more<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-11e18c2 e-con-full e-flex e-con e-child\" data-id=\"11e18c2\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-98eb8a6 e-con-full e-flex e-con e-child\" data-id=\"98eb8a6\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6efa3c6 elementor-widget elementor-widget-image\" data-id=\"6efa3c6\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/05\/FuMoLab_SoSe25-1024x768.jpg\" class=\"attachment-large size-large wp-image-984\" alt=\"\" srcset=\"https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/05\/FuMoLab_SoSe25-1024x768.jpg 1024w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/05\/FuMoLab_SoSe25-300x225.jpg 300w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/05\/FuMoLab_SoSe25-768x576.jpg 768w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/05\/FuMoLab_SoSe25-1536x1152.jpg 1536w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/05\/FuMoLab_SoSe25-2048x1536.jpg 2048w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/05\/FuMoLab_SoSe25-16x12.jpg 16w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-756f4b3 e-con-full e-flex e-con e-child\" data-id=\"756f4b3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-906e994 elementor-widget elementor-widget-heading\" data-id=\"906e994\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Preventive crisis management through ML forecasts<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-07a5a59 elementor-widget elementor-widget-text-editor\" data-id=\"07a5a59\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Development of predictive AI models for crisis prevention in public transport through water level and delay forecasts<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9ec6aa9 e-con-full e-flex e-con e-child\" data-id=\"9ec6aa9\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-285a38c e-con-full e-flex e-con e-child\" data-id=\"285a38c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8471577 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"8471577\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-calendar\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M400 64h-48V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H160V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H48C21.5 64 0 85.5 0 112v352c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48V112c0-26.5-21.5-48-48-48zm-6 400H54c-3.3 0-6-2.7-6-6V160h352v298c0 3.3-2.7 6-6 6z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cdaef40 e-con-full e-flex e-con e-child\" data-id=\"cdaef40\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2964597 elementor-widget elementor-widget-text-editor\" data-id=\"2964597\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>April 2025 \u2013 September 2025<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-225f381 e-con-full e-flex e-con e-child\" data-id=\"225f381\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-95e3a2a e-con-full e-flex e-con e-child\" data-id=\"95e3a2a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-23edb58 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"23edb58\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-map-marker-alt\" viewbox=\"0 0 384 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M172.268 501.67C26.97 291.031 0 269.413 0 192 0 85.961 85.961 0 192 0s192 85.961 192 192c0 77.413-26.97 99.031-172.268 309.67-9.535 13.774-29.93 13.773-39.464 0zM192 272c44.183 0 80-35.817 80-80s-35.817-80-80-80-80 35.817-80 80 35.817 80 80 80z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-94683ee e-con-full e-flex e-con e-child\" data-id=\"94683ee\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cbba33b elementor-widget elementor-widget-text-editor\" data-id=\"cbba33b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>University of M\u00fcnster, Transdev<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-148ce94 e-con-full e-flex e-con e-child\" data-id=\"148ce94\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ad14fa6 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"ad14fa6\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.futuremobilitylabs.eu\/en\/projekte\/ml-crisis-prevention\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Learn more<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dc51dd3 e-con-full e-flex e-con e-child\" data-id=\"dc51dd3\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-40b0ce8 e-con-full e-flex e-con e-child\" data-id=\"40b0ce8\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-13528bc elementor-widget elementor-widget-image\" data-id=\"13528bc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"577\" src=\"https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Midterm_WiSe2425-1-scaled-e1734381479248-1024x577.jpeg\" class=\"attachment-large size-large wp-image-490\" alt=\"\" srcset=\"https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Midterm_WiSe2425-1-scaled-e1734381479248-1024x577.jpeg 1024w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Midterm_WiSe2425-1-scaled-e1734381479248-300x169.jpeg 300w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Midterm_WiSe2425-1-scaled-e1734381479248-768x433.jpeg 768w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Midterm_WiSe2425-1-scaled-e1734381479248-1536x865.jpeg 1536w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Midterm_WiSe2425-1-scaled-e1734381479248-2048x1154.jpeg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5e8557b e-con-full e-flex e-con e-child\" data-id=\"5e8557b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cd6cfe4 elementor-widget elementor-widget-heading\" data-id=\"cd6cfe4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI-supported decision-making support<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8622375 elementor-widget elementor-widget-text-editor\" data-id=\"8622375\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Development of an AI-supported decision support system for crisis management in public transportation<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-97bb2f0 e-con-full e-flex e-con e-child\" data-id=\"97bb2f0\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-78817da e-con-full e-flex e-con e-child\" data-id=\"78817da\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d55ce51 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"d55ce51\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-calendar\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M400 64h-48V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H160V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H48C21.5 64 0 85.5 0 112v352c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48V112c0-26.5-21.5-48-48-48zm-6 400H54c-3.3 0-6-2.7-6-6V160h352v298c0 3.3-2.7 6-6 6z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2c17a7e e-con-full e-flex e-con e-child\" data-id=\"2c17a7e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-02989f2 elementor-widget elementor-widget-text-editor\" data-id=\"02989f2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Oktober 2024 \u2013 M\u00e4rz 2025<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c55a7a0 e-con-full e-flex e-con e-child\" data-id=\"c55a7a0\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-51b8457 e-con-full e-flex e-con e-child\" data-id=\"51b8457\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9744d74 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"9744d74\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-map-marker-alt\" viewbox=\"0 0 384 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M172.268 501.67C26.97 291.031 0 269.413 0 192 0 85.961 85.961 0 192 0s192 85.961 192 192c0 77.413-26.97 99.031-172.268 309.67-9.535 13.774-29.93 13.773-39.464 0zM192 272c44.183 0 80-35.817 80-80s-35.817-80-80-80-80 35.817-80 80 35.817 80 80 80z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0f92775 e-con-full e-flex e-con e-child\" data-id=\"0f92775\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1b67d64 elementor-widget elementor-widget-text-editor\" data-id=\"1b67d64\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>University of M\u00fcnster, Transdev<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8a6e165 e-con-full e-flex e-con e-child\" data-id=\"8a6e165\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-97c0494 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"97c0494\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.futuremobilitylabs.eu\/en\/projekte\/llm-entscheidungsunterstuetzung\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Learn more<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-22f50a0 e-con-full e-flex e-con e-child\" data-id=\"22f50a0\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-14ef84a e-con-full e-flex e-con e-child\" data-id=\"14ef84a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f61d24b elementor-widget elementor-widget-image\" data-id=\"f61d24b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Gruppenbild_FuMoLab_SoSe24-1-e1734381734504-1024x576.jpg\" class=\"attachment-large size-large wp-image-433\" alt=\"\" srcset=\"https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Gruppenbild_FuMoLab_SoSe24-1-e1734381734504-1024x576.jpg 1024w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Gruppenbild_FuMoLab_SoSe24-1-e1734381734504-300x169.jpg 300w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Gruppenbild_FuMoLab_SoSe24-1-e1734381734504-768x432.jpg 768w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Gruppenbild_FuMoLab_SoSe24-1-e1734381734504-1536x864.jpg 1536w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-105d8dd e-con-full e-flex e-con e-child\" data-id=\"105d8dd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-abd725e elementor-widget elementor-widget-heading\" data-id=\"abd725e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Fraud detection<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-950201c elementor-widget elementor-widget-text-editor\" data-id=\"950201c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Development of an AI model for detecting cases of fraud on the Deutschlandticket<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-174eb8f e-con-full e-flex e-con e-child\" data-id=\"174eb8f\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a3561b2 e-con-full e-flex e-con e-child\" data-id=\"a3561b2\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0708d6a elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"0708d6a\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-calendar\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M400 64h-48V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H160V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H48C21.5 64 0 85.5 0 112v352c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48V112c0-26.5-21.5-48-48-48zm-6 400H54c-3.3 0-6-2.7-6-6V160h352v298c0 3.3-2.7 6-6 6z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f1eeb22 e-con-full e-flex e-con e-child\" data-id=\"f1eeb22\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9d9ce74 elementor-widget elementor-widget-text-editor\" data-id=\"9d9ce74\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>April 2024 \u2013 September 2024<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bdfb43e e-con-full e-flex e-con e-child\" data-id=\"bdfb43e\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-bf21e04 e-con-full e-flex e-con e-child\" data-id=\"bf21e04\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f846b66 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"f846b66\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-map-marker-alt\" viewbox=\"0 0 384 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M172.268 501.67C26.97 291.031 0 269.413 0 192 0 85.961 85.961 0 192 0s192 85.961 192 192c0 77.413-26.97 99.031-172.268 309.67-9.535 13.774-29.93 13.773-39.464 0zM192 272c44.183 0 80-35.817 80-80s-35.817-80-80-80-80 35.817-80 80 35.817 80 80 80z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-470cb73 e-con-full e-flex e-con e-child\" data-id=\"470cb73\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a02bb9d elementor-widget elementor-widget-text-editor\" data-id=\"a02bb9d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>University of M\u00fcnster, Transdev<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cf0a0d8 e-con-full e-flex e-con e-child\" data-id=\"cf0a0d8\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fc10c0e elementor-align-center elementor-widget elementor-widget-button\" data-id=\"fc10c0e\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.futuremobilitylabs.eu\/en\/projekte\/fraud-detection\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Learn more<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cb441c1 e-con-full e-flex e-con e-child\" data-id=\"cb441c1\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-11eeb56 e-con-full e-flex e-con e-child\" data-id=\"11eeb56\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5496d98 elementor-widget elementor-widget-image\" data-id=\"5496d98\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"932\" height=\"488\" src=\"https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Gruppenbild_FuMoLab_Wise2324.jpg\" class=\"attachment-large size-large wp-image-425\" alt=\"\" srcset=\"https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Gruppenbild_FuMoLab_Wise2324.jpg 932w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Gruppenbild_FuMoLab_Wise2324-300x157.jpg 300w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Gruppenbild_FuMoLab_Wise2324-768x402.jpg 768w\" sizes=\"(max-width: 932px) 100vw, 932px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3c01c7f e-con-full e-flex e-con e-child\" data-id=\"3c01c7f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8585419 elementor-widget elementor-widget-heading\" data-id=\"8585419\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Digital innovations in public transport<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39beb1d elementor-widget elementor-widget-text-editor\" data-id=\"39beb1d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Development of digital solutions for capacity forecasting, delay analysis and communication<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d335855 e-con-full e-flex e-con e-child\" data-id=\"d335855\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5b381fa e-con-full e-flex e-con e-child\" data-id=\"5b381fa\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f23a675 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"f23a675\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-calendar\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M400 64h-48V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H160V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H48C21.5 64 0 85.5 0 112v352c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48V112c0-26.5-21.5-48-48-48zm-6 400H54c-3.3 0-6-2.7-6-6V160h352v298c0 3.3-2.7 6-6 6z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ad8a72f e-con-full e-flex e-con e-child\" data-id=\"ad8a72f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-92711d5 elementor-widget elementor-widget-text-editor\" data-id=\"92711d5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Oktober 2023 \u2013 Januar 2024<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6bf4bf6 e-con-full e-flex e-con e-child\" data-id=\"6bf4bf6\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-56abc74 e-con-full e-flex e-con e-child\" data-id=\"56abc74\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-70f7ea5 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"70f7ea5\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-map-marker-alt\" viewbox=\"0 0 384 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M172.268 501.67C26.97 291.031 0 269.413 0 192 0 85.961 85.961 0 192 0s192 85.961 192 192c0 77.413-26.97 99.031-172.268 309.67-9.535 13.774-29.93 13.773-39.464 0zM192 272c44.183 0 80-35.817 80-80s-35.817-80-80-80-80 35.817-80 80 35.817 80 80 80z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bf2df2a e-con-full e-flex e-con e-child\" data-id=\"bf2df2a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fbece7a elementor-widget elementor-widget-text-editor\" data-id=\"fbece7a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>University of M\u00fcnster, Transdev<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2a8fbac e-con-full e-flex e-con e-child\" data-id=\"2a8fbac\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c274a35 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"c274a35\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.futuremobilitylabs.eu\/en\/projekte\/518-2\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Learn more<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Komplexe Schienennetzwerke als Digitaler Zwilling Simulation und Optimierung komplexer Schienennetzwerke mit einem Digitalen Zwilling September 2025 \u2013 M\u00e4rz 2026 Universit\u00e4t M\u00fcnster, Transdev Mehr erfahren Pr\u00e4ventive Krisensteuerung durch ML-Prognosen Entwicklung pr\u00e4diktiver KI-Modelle zur Krisenvermeidung im \u00d6PNV durch Wasserstands- und Versp\u00e4tungsprognosen April 2025 \u2013 September 2025 Universit\u00e4t M\u00fcnster, Transdev Mehr erfahren KI-gest\u00fctzte Entscheidungsunterst\u00fctzung Entwicklung eines KI-gest\u00fctzten Entscheidungsunterst\u00fctzungssystems [&hellip;]<\/p>","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-14","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/pages\/14","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/comments?post=14"}],"version-history":[{"count":75,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/pages\/14\/revisions"}],"predecessor-version":[{"id":6868,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/pages\/14\/revisions\/6868"}],"wp:attachment":[{"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/media?parent=14"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}