{"id":22491,"date":"2026-01-19T07:18:49","date_gmt":"2026-01-19T07:18:49","guid":{"rendered":"https:\/\/tidit.ch\/?page_id=22491"},"modified":"2026-07-01T18:35:13","modified_gmt":"2026-07-01T18:35:13","slug":"probabilistic_ai","status":"publish","type":"page","link":"https:\/\/tidit.ch\/en\/probabilistic_ai\/","title":{"rendered":"Probabilistic AI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"22491\" class=\"elementor elementor-22491\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b877c4e e-con-full e-flex parallax_section_no qode_elementor_container_no e-con e-parent\" data-id=\"b877c4e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a2c100c elementor-widget elementor-widget-heading\" data-id=\"a2c100c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">PROBABILISTIC AI<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4579aea elementor-widget elementor-widget-heading\" data-id=\"4579aea\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Research Group<\/h4>\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-2676d1cd e-con-full e-grid parallax_section_no qode_elementor_container_no e-con e-parent\" data-id=\"2676d1cd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-80dda8b elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"80dda8b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>Die Probabilistic AI Research Group (PAIR)<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9f9057f e-con-full e-flex parallax_section_no qode_elementor_container_no e-con e-child\" data-id=\"9f9057f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ff6fc2d elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"ff6fc2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4>Mission<\/h4>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3356fdb elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"3356fdb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Unsere Mission ist es, KI-Systeme zu entwickeln, die verl\u00e4ssliche Entscheidungsfindung unter Unsicherheit unterst\u00fctzen und verantwortungsvoll in realen Anwendungen eingesetzt werden k\u00f6nnen.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e5b2d80 e-con-full e-grid parallax_section_no qode_elementor_container_no e-con e-parent\" data-id=\"e5b2d80\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-a7eca9a e-con-full e-flex parallax_section_no qode_elementor_container_no e-con e-child\" data-id=\"a7eca9a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a14f261 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"a14f261\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4>Zentrale Forschungsgebiete<\/h4>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-023c3da elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"023c3da\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-double-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34zm192-34l-136-136c-9.4-9.4-24.6-9.4-33.9 0l-22.6 22.6c-9.4 9.4-9.4 24.6 0 33.9l96.4 96.4-96.4 96.4c-9.4 9.4-9.4 24.6 0 33.9l22.6 22.6c9.4 9.4 24.6 9.4 33.9 0l136-136c9.4-9.2 9.4-24.4 0-33.8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Probabilistisches Deep Learning, Large Language Models und agentische KI<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-double-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34zm192-34l-136-136c-9.4-9.4-24.6-9.4-33.9 0l-22.6 22.6c-9.4 9.4-9.4 24.6 0 33.9l96.4 96.4-96.4 96.4c-9.4 9.4-9.4 24.6 0 33.9l22.6 22.6c9.4 9.4 24.6 9.4 33.9 0l136-136c9.4-9.2 9.4-24.4 0-33.8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">    Predictive Modeling f\u00fcr tabellarische, bild-, text- und multimodale Daten<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-double-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34zm192-34l-136-136c-9.4-9.4-24.6-9.4-33.9 0l-22.6 22.6c-9.4 9.4-9.4 24.6 0 33.9l96.4 96.4-96.4 96.4c-9.4 9.4-9.4 24.6 0 33.9l22.6 22.6c9.4 9.4 24.6 9.4 33.9 0l136-136c9.4-9.2 9.4-24.4 0-33.8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Statistische Modellierung, Bayes'sche Inferenz und Unsicherheitsquantifizierung<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-double-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34zm192-34l-136-136c-9.4-9.4-24.6-9.4-33.9 0l-22.6 22.6c-9.4 9.4-9.4 24.6 0 33.9l96.4 96.4-96.4 96.4c-9.4 9.4-9.4 24.6 0 33.9l22.6 22.6c9.4 9.4 24.6 9.4 33.9 0l136-136c9.4-9.2 9.4-24.4 0-33.8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Kausale Modellierung<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\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 class=\"elementor-element elementor-element-e1b629f elementor-widget__width-initial e-transform elementor-widget elementor-widget-text-editor\" data-id=\"e1b629f\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_translateX_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Die Probabilistic AI Research Group betreibt angewandte Forschung an der Schnittstelle von Statistik, erkl\u00e4rbarer k\u00fcnstlicher Intelligenz und Kausalit\u00e4t. W\u00e4hrend moderne KI-Systeme beeindruckende Vorhersageleistungen erzielen, wird ihr praktischer Einsatz h\u00e4ufig durch unzureichende Unsicherheitsquantifizierung, mangelnde Robustheit und Interpretierbarkeit sowie fehlendes kausales Verst\u00e4ndnis eingeschr\u00e4nkt.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb4bdec elementor-widget__width-initial e-transform elementor-widget elementor-widget-text-editor\" data-id=\"bb4bdec\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_translateX_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Wir begegnen diesen Einschr\u00e4nkungen, indem wir Deep Learning und Large Language Models mit interpretierbaren statistischen Modellen, valider Unsicherheitssch\u00e4tzung sowie Methoden zur kausalen Entdeckung und Inferenz kombinieren. Unsere Arbeit ist sowohl methodisch fundiert als auch anwendungsorientiert und verbindet wissenschaftliche Exzellenz mit realem Wirkungspotenzial.<br \/>Die PAIR-Gruppe setzt auf kollaborative, drittmittelgef\u00f6rderte Forschung in engem Austausch mit akademischen und industriellen Partnern.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7676c1d e-con-full e-flex parallax_section_no qode_elementor_container_no e-con e-child\" data-id=\"7676c1d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9311149 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"9311149\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4>Zentrale Anwendungsbereiche umfassen<\/h4>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ca845a elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"0ca845a\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-double-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34zm192-34l-136-136c-9.4-9.4-24.6-9.4-33.9 0l-22.6 22.6c-9.4 9.4-9.4 24.6 0 33.9l96.4 96.4-96.4 96.4c-9.4 9.4-9.4 24.6 0 33.9l22.6 22.6c9.4 9.4 24.6 9.4 33.9 0l136-136c9.4-9.2 9.4-24.4 0-33.8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Medizinische KI und KI im Gesundheitswesen<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-double-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34zm192-34l-136-136c-9.4-9.4-24.6-9.4-33.9 0l-22.6 22.6c-9.4 9.4-9.4 24.6 0 33.9l96.4 96.4-96.4 96.4c-9.4 9.4-9.4 24.6 0 33.9l22.6 22.6c9.4 9.4 24.6 9.4 33.9 0l136-136c9.4-9.2 9.4-24.4 0-33.8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Energiebedarfsmanagement und erneuerbare Energiesysteme<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-double-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34zm192-34l-136-136c-9.4-9.4-24.6-9.4-33.9 0l-22.6 22.6c-9.4 9.4-9.4 24.6 0 33.9l96.4 96.4-96.4 96.4c-9.4 9.4-9.4 24.6 0 33.9l22.6 22.6c9.4 9.4 24.6 9.4 33.9 0l136-136c9.4-9.2 9.4-24.4 0-33.8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">    Predictive modeling und Entscheidungsunterst\u00fctzung unter Unsicherheit in komplexen Systemen<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\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-923b35c e-con-full e-flex parallax_section_no qode_elementor_container_no e-con e-parent\" data-id=\"923b35c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8855b2e elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"8855b2e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>Ausgew\u00e4hlte fr\u00fchere Arbeiten und Beispielprojekte<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bebace7 e-con-full e-grid parallax_section_no qode_elementor_container_no e-con e-child\" data-id=\"bebace7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ea7f170 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ea7f170\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=de&#038;user=drpZbtcAAAAJ&#038;sortby=pubdate&#038;citation_for_view=drpZbtcAAAAJ:RYcK_YlVTxYC\" target=\"_blank\" rel=\"noopener\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-double-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34zm192-34l-136-136c-9.4-9.4-24.6-9.4-33.9 0l-22.6 22.6c-9.4 9.4-9.4 24.6 0 33.9l96.4 96.4-96.4 96.4c-9.4 9.4-9.4 24.6 0 33.9l22.6 22.6c9.4 9.4 24.6 9.4 33.9 0l136-136c9.4-9.2 9.4-24.4 0-33.8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Outcome prediction and individualized treatment effect estimation in patients with large vessel occlusion stroke<br><span style=\"color:#fa4616\">SWITCH (2025)<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/proceedings.mlr.press\/v275\/\" target=\"_blank\" rel=\"noopener\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-double-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34zm192-34l-136-136c-9.4-9.4-24.6-9.4-33.9 0l-22.6 22.6c-9.4 9.4-9.4 24.6 0 33.9l96.4 96.4-96.4 96.4c-9.4 9.4-9.4 24.6 0 33.9l22.6 22.6c9.4 9.4 24.6 9.4 33.9 0l136-136c9.4-9.2 9.4-24.4 0-33.8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Interpretable Neural Causal Models with TRAM-DAGs<br><span style=\"color:#fa4616\">CLEAR (2025)<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s44163-024-00197-2\" target=\"_blank\" rel=\"noopener\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-double-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34zm192-34l-136-136c-9.4-9.4-24.6-9.4-33.9 0l-22.6 22.6c-9.4 9.4-9.4 24.6 0 33.9l96.4 96.4-96.4 96.4c-9.4 9.4-9.4 24.6 0 33.9l22.6 22.6c9.4 9.4 24.6 9.4 33.9 0l136-136c9.4-9.2 9.4-24.4 0-33.8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Large language models to process, analyze, and synthesize biomedical texts: a scoping review<br><span style=\"color:#fa4616\">Discover Artificial Intelligence (2024)<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b3c6038 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"b3c6038\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s10182-024-00497-z\" target=\"_blank\" rel=\"noopener\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-double-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34zm192-34l-136-136c-9.4-9.4-24.6-9.4-33.9 0l-22.6 22.6c-9.4 9.4-9.4 24.6 0 33.9l96.4 96.4-96.4 96.4c-9.4 9.4-9.4 24.6 0 33.9l22.6 22.6c9.4 9.4 24.6 9.4 33.9 0l136-136c9.4-9.2 9.4-24.4 0-33.8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Bernstein flows for flexible posteriors in variational Bayes<br><span style=\"color:#fa4616\">AStA (2024)<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.ahajournals.org\/doi\/full\/10.1161\/STROKEAHA.123.042496\" target=\"_blank\" rel=\"noopener\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-double-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34zm192-34l-136-136c-9.4-9.4-24.6-9.4-33.9 0l-22.6 22.6c-9.4 9.4-9.4 24.6 0 33.9l96.4 96.4-96.4 96.4c-9.4 9.4-9.4 24.6 0 33.9l22.6 22.6c9.4 9.4 24.6 9.4 33.9 0l136-136c9.4-9.2 9.4-24.4 0-33.8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Deep learning versus neurologists: functional outcome prediction in LVO stroke patients undergoing mechanical thrombectomy<br><span style=\"color:#fa4616\">Stroke (2023)<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/10066318\" target=\"_blank\" rel=\"noopener\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-double-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34zm192-34l-136-136c-9.4-9.4-24.6-9.4-33.9 0l-22.6 22.6c-9.4 9.4-9.4 24.6 0 33.9l96.4 96.4-96.4 96.4c-9.4 9.4-9.4 24.6 0 33.9l22.6 22.6c9.4 9.4 24.6 9.4 33.9 0l136-136c9.4-9.2 9.4-24.4 0-33.8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Short-term density forecasting of low-voltage load using Bernstein-polynomial normalizing flows<br><span style=\"color:#fa4616\">IEEE Transactions on Smart Grid (2023)<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\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-8da5573 e-con-full e-flex parallax_section_no qode_elementor_container_no e-con e-parent\" data-id=\"8da5573\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9a195f7 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"9a195f7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>Leitung<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-615e169 elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-widget elementor-widget-loop-grid\" data-id=\"615e169\" data-element_type=\"widget\" data-settings=\"{&quot;template_id&quot;:&quot;22728&quot;,&quot;_skin&quot;:&quot;post&quot;,&quot;columns&quot;:&quot;3&quot;,&quot;columns_tablet&quot;:&quot;2&quot;,&quot;columns_mobile&quot;:&quot;1&quot;,&quot;edit_handle_selector&quot;:&quot;[data-elementor-type=\\&quot;loop-item\\&quot;]&quot;,&quot;row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"loop-grid.post\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-loop-container elementor-grid\" role=\"list\">\n\t\t<style id=\"loop-22728\">.elementor-22728 .elementor-element.elementor-element-be8d176{--display:flex;--gap:0px 0px;--row-gap:0px;--column-gap:0px;--padding-top:0px;--padding-bottom:0px;--padding-left:0px;--padding-right:0px;}.elementor-widget-image .widget-image-caption{color:var( --e-global-color-text );font-family:var( --e-global-typography-text-font-family ), Sans-serif;font-weight:var( --e-global-typography-text-font-weight );}.elementor-22728 .elementor-element.elementor-element-e079d8d.elementor-element{--align-self:flex-start;}.elementor-widget-heading .elementor-heading-title{font-family:var( --e-global-typography-primary-font-family ), Sans-serif;font-weight:var( --e-global-typography-primary-font-weight );color:var( --e-global-color-primary );}.elementor-22728 .elementor-element.elementor-element-cb554d6 > .elementor-widget-container{margin:015px 0px 0px 0px;}.elementor-22728 .elementor-element.elementor-element-cb554d6.elementor-element{--align-self:flex-start;}.elementor-22728 .elementor-element.elementor-element-cb554d6 .elementor-heading-title{font-family:\"Roboto\", Sans-serif;font-size:clamp(1.625rem, 3.5vw + 0.5rem, 2.375rem);font-weight:400;color:#000000;}.elementor-22728 .elementor-element.elementor-element-fac651b > .elementor-widget-container{margin:5px 0px 0px 0px;}.elementor-22728 .elementor-element.elementor-element-fac651b.elementor-element{--align-self:flex-start;}.elementor-22728 .elementor-element.elementor-element-fac651b .elementor-heading-title{color:#000000;}.elementor-22728 .elementor-element.elementor-element-2ae91fd > .elementor-widget-container{margin:20px 0px 0px 0px;}@media(min-width:768px){.elementor-22728 .elementor-element.elementor-element-be8d176{--content-width:500px;}}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"22728\" class=\"elementor elementor-22728 e-loop-item e-loop-item-22379 post-22379 person type-person status-publish hentry\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-be8d176 e-flex e-con-boxed parallax_section_no qode_elementor_container_no e-con e-parent\" data-id=\"be8d176\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e079d8d elementor-widget elementor-widget-image\" data-id=\"e079d8d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/tidit.ch\/en\/people\/beate-sick\/\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Sick-Beate.jpg\" class=\"attachment-portfolio_masonry_large size-portfolio_masonry_large wp-image-23179\" alt=\"\" srcset=\"https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Sick-Beate.jpg 800w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Sick-Beate-300x300.jpg 300w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Sick-Beate-150x150.jpg 150w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Sick-Beate-768x768.jpg 768w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Sick-Beate-570x570.jpg 570w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Sick-Beate-500x500.jpg 500w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Sick-Beate-700x700.jpg 700w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Sick-Beate-650x650.jpg 650w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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\t\t<div class=\"elementor-element elementor-element-cb554d6 elementor-widget elementor-widget-heading\" data-id=\"cb554d6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/tidit.ch\/en\/people\/beate-sick\/\">Prof. Dr. Beate Sick<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fac651b elementor-widget elementor-widget-heading\" data-id=\"fac651b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Gruppenleitung<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ae91fd elementor-widget elementor-widget-shortcode\" data-id=\"2ae91fd\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><style>\n            .person-contact-icon {\n                width: 20px;\n                height: 20px;\n                display: inline-block;\n                vertical-align: middle;\n                filter: grayscale(100%) brightness(20%) contrast(100%);\n                color: #303030;\n                font-size: 20px; \/* for dashicons *\/\n            }\n            .person-contact-icon.big {\n                width: 25px;   \/* for img *\/\n                height: 25px;  \/* for img *\/\n                font-size: 25px; \/* for dashicons *\/\n            }\n            .person-contact-icons {\n                display: flex;\n                gap: 8px;\n            }\n            .person-contact-icons.big {\n                gap: 12px; \/* optional: bigger spacing for bigger icons *\/\n            }\n        <\/style><div class=\"person-contact-icons big\"><a href=\"mailto:beate.sick@tidit.ch\" target=\"_blank\" class=\"person-contact-link\"><span class=\"person-contact-icon big dashicons dashicons-email-alt\"><\/span><\/a><a href=\"https:\/\/scholar.google.com\/citations?user=drpZbtcAAAAJ&#038;hl=\" target=\"_blank\" class=\"person-contact-link\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/raw.githubusercontent.com\/FortAwesome\/Font-Awesome\/7.x\/svgs\/brands\/google-scholar.svg\" alt=\"\" class=\"person-contact-icon big\" \/><\/a><a href=\"https:\/\/www.ebpi.uzh.ch\/en\/research\/biostat_department\/group_models_and_computing\/team\/sick.html\" target=\"_blank\" class=\"person-contact-link\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/cdn.jsdelivr.net\/gh\/FortAwesome\/Font-Awesome@7.x\/svgs\/solid\/building-columns.svg\" alt=\"\" class=\"person-contact-icon big\" \/><\/a><\/div><\/div>\n\t\t\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>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"22728\" class=\"elementor elementor-22728 e-loop-item e-loop-item-22038 post-22038 person type-person status-publish hentry\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-be8d176 e-flex e-con-boxed parallax_section_no qode_elementor_container_no e-con e-parent\" data-id=\"be8d176\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e079d8d elementor-widget elementor-widget-image\" data-id=\"e079d8d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/tidit.ch\/en\/people\/oliver-durr\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Duerr-Oliver.jpg\" class=\"attachment-portfolio_masonry_large size-portfolio_masonry_large wp-image-23175\" alt=\"\" srcset=\"https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Duerr-Oliver.jpg 800w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Duerr-Oliver-300x300.jpg 300w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Duerr-Oliver-150x150.jpg 150w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Duerr-Oliver-768x768.jpg 768w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Duerr-Oliver-570x570.jpg 570w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Duerr-Oliver-500x500.jpg 500w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Duerr-Oliver-700x700.jpg 700w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Duerr-Oliver-650x650.jpg 650w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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\t\t<div class=\"elementor-element elementor-element-cb554d6 elementor-widget elementor-widget-heading\" data-id=\"cb554d6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/tidit.ch\/en\/people\/oliver-durr\/\">Prof. Dr. Oliver D\u00fcrr<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fac651b elementor-widget elementor-widget-heading\" data-id=\"fac651b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Co-Director<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ae91fd elementor-widget elementor-widget-shortcode\" data-id=\"2ae91fd\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><div class=\"person-contact-icons big\"><a href=\"mailto:oliver.duerr@tidit.ch\" target=\"_blank\" class=\"person-contact-link\"><span class=\"person-contact-icon big dashicons dashicons-email-alt\"><\/span><\/a><a href=\"https:\/\/www.linkedin.com\/in\/oliver-d%C3%BCrr-64154213\/\" target=\"_blank\" class=\"person-contact-link\" rel=\"noopener\"><span class=\"dashicons dashicons-linkedin person-contact-icon big\"><\/span><\/a><a href=\"https:\/\/scholar.google.com\/citations?user=T8hH3TMnFPwC\" target=\"_blank\" class=\"person-contact-link\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/raw.githubusercontent.com\/FortAwesome\/Font-Awesome\/7.x\/svgs\/brands\/google-scholar.svg\" alt=\"\" class=\"person-contact-icon big\" \/><\/a><a href=\"https:\/\/oduerr.github.io\/about\/\" target=\"_blank\" class=\"person-contact-link\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/raw.githubusercontent.com\/FortAwesome\/Font-Awesome\/7.x\/svgs\/brands\/github.svg\" alt=\"\" class=\"person-contact-icon big\" \/><\/a><\/div><\/div>\n\t\t\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>\n\t\t\t\t<\/div>\n\t\t\n\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-e66f4d5 e-con-full elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile e-flex parallax_section_no qode_elementor_container_no e-con e-parent\" data-id=\"e66f4d5\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38bc37f elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"38bc37f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>Members<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a17db41 elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-widget elementor-widget-loop-grid\" data-id=\"a17db41\" data-element_type=\"widget\" data-settings=\"{&quot;template_id&quot;:&quot;22728&quot;,&quot;_skin&quot;:&quot;post&quot;,&quot;columns&quot;:&quot;3&quot;,&quot;columns_tablet&quot;:&quot;2&quot;,&quot;columns_mobile&quot;:&quot;1&quot;,&quot;edit_handle_selector&quot;:&quot;[data-elementor-type=\\&quot;loop-item\\&quot;]&quot;,&quot;row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"loop-grid.post\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-loop-nothing-found-message\">\n\t\t<\/div>\n\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-f18bfc6 e-con-full e-flex parallax_section_no qode_elementor_container_no e-con e-parent\" data-id=\"f18bfc6\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e4d7375 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"e4d7375\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>Publikationen<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-47fe376 e-con-full e-flex parallax_section_no qode_elementor_container_no e-con e-child\" data-id=\"47fe376\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8031fb5 elementor-widget elementor-widget-shortcode\" data-id=\"8031fb5\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">    <div id=\"xpub-filters\" style=\"margin-bottom:30px;\">\n        <select id=\"filter-year\">\n            <option value=\"\">All Years<\/option>\n                            <option value=\"2018\">2018<\/option>\n                            <option value=\"2019\">2019<\/option>\n                            <option value=\"2020\">2020<\/option>\n                            <option value=\"2021\">2021<\/option>\n                            <option value=\"2022\">2022<\/option>\n                            <option value=\"2023\">2023<\/option>\n                            <option value=\"2024\">2024<\/option>\n                            <option value=\"2025\">2025<\/option>\n                            <option value=\"2026\">2026<\/option>\n                    <\/select>\n        <select id=\"filter-author\">\n            <option value=\"\">All Authors<\/option>\n                            <option value=\"22379\">Beate Sick<\/option>\n                            <option value=\"22060\">Jessica Maly<\/option>\n                            <option value=\"22383\">Johann Bornholdt<\/option>\n                            <option value=\"22017\">Michael Grossniklaus<\/option>\n                            <option value=\"22038\">Oliver D\u00fcrr<\/option>\n                    <\/select>\n        <input type=\"text\" id=\"filter-search\" placeholder=\"Search title or abstract\">\n    <\/div>\n\n    <div id=\"xpub-kachel-container\"\n         data-group-id=\"21982\"\n         data-single=\"0\"\n         data-person-id=\"0\"\n         data-years-from=\"0\"\n         data-tidit-only=\"0\"\n         data-page=\"1\">\n        <p>Loading publications...<\/p>\n    <\/div>\n\n    <div id=\"xpub-pagination\" style=\"margin-top:15px; text-align:center;\"><\/div>\n\n    <style>\n        #xpub-filters {\n            display: flex;\n            flex-wrap: wrap;\n            gap: 10px;\n            align-items: center;\n            margin-bottom: 30px;\n        }\n        #xpub-filters select,\n        #xpub-filters input[type=\"text\"] {\n         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Zentrale Forschungsgebiete Probabilistisches Deep Learning, Large Language Models und agentische KI Predictive Modeling&#8230;<\/p>","protected":false},"author":9,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"full_width.php","meta":{"_acf_changed":false,"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-22491","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/tidit.ch\/en\/wp-json\/wp\/v2\/pages\/22491","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tidit.ch\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/tidit.ch\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/tidit.ch\/en\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/tidit.ch\/en\/wp-json\/wp\/v2\/comments?post=22491"}],"version-history":[{"count":23,"href":"https:\/\/tidit.ch\/en\/wp-json\/wp\/v2\/pages\/22491\/revisions"}],"predecessor-version":[{"id":25052,"href":"https:\/\/tidit.ch\/en\/wp-json\/wp\/v2\/pages\/22491\/revisions\/25052"}],"wp:attachment":[{"href":"https:\/\/tidit.ch\/en\/wp-json\/wp\/v2\/media?parent=22491"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}