{"id":22811,"date":"2026-01-20T07:58:23","date_gmt":"2026-01-20T07:58:23","guid":{"rendered":"https:\/\/tidit.ch\/?page_id=22811"},"modified":"2026-07-01T18:44:52","modified_gmt":"2026-07-01T18:44:52","slug":"data_systems","status":"publish","type":"page","link":"https:\/\/tidit.ch\/en\/data_systems\/","title":{"rendered":"Data Systems"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"22811\" class=\"elementor elementor-22811\" 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\">DATA SYSTEMS<\/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 Data Systems Research Group (DS)<\/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>Der Umgang mit gro\u00dfen Datenmengen stellt in nahezu allen Bereichen der Forschung und Industrie eine Herausforderung dar. Unsere Mission ist es, innovative Datensysteme und Datenbanktechnologien zu entwickeln, die in der Lage sind, verschiedene Arten von Daten \u2013 wie etwa raumzeitliche Trajektoriendaten \u2013 mit skalierbarer Abfrageverarbeitung, ausdrucksstarker Modellierung und einheitlichen Schnittstellen f\u00fcr reale Anwendungen zu verarbeiten.<\/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\">Trajektoriendatenmodelle und vereinheitlichte raumzeitliche Pr\u00e4dikatlogik mit Striktheitsstufen f\u00fcr r\u00e4umliche und zeitliche Relationen unter Unsicherheit<\/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\">Spezialisierte Operatoren wie raumzeitliche Selektion, Zuschnitt und \u00c4hnlichkeitsverbundoperationen sowie f\u00f6derierte Abfrageoptimierung mittels Pr\u00e4dikat-Pushdown<\/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\">Historienunabh\u00e4ngige Routen- und Gebietsrekonstruktion in Stra\u00dfennetzwerken aus sp\u00e4rlichen Fahrtdaten, ohne historische Trajektorien<\/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\">Erweiterbare Abfrage-Engines und Broker f\u00fcr heterogene Datenquellen unter Nutzung moderner Ausf\u00fchrungsframeworks<\/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>Moderne Datensysteme stehen vor Herausforderungen durch unterschiedliche Formate, inh\u00e4rente Unsicherheit und die Notwendigkeit, \u00fcber mehrere Quellen hinweg abzufragen \u2013 was die Analyse in Bereichen wie Mobilit\u00e4t, \u00d6kologie und Logistik einschr\u00e4nkt. Trajektoriendaten versch\u00e4rfen diese Herausforderungen durch variierende Speicherkonfigurationen, L\u00fccken zwischen gesampelten Punkten, die Bewegungsunsicherheit erzeugen, sowie das Fehlen gemeinsamer Werkzeuge f\u00fcr raumzeitliche Abfragen.<\/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>In der DS-Gruppe begegnen wir diesen Herausforderungen mit robusten Trajektorienmodellen und unsicherheitsbehandelnden Abfragemethoden sowie Prototypsystemen, die vielf\u00e4ltige Quellen wie r\u00e4umliche Datenbanken und Zeitreihendatenbanken miteinander verbinden. Unsere Forschung kombiniert theoretische Modellierung mit praktischen Abfrage-Engines und liefert erweiterbare Werkzeuge f\u00fcr die hochperformante, interaktive Analyse von Trajektorien und umfassenderen Daten-Workloads.<\/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\">Urbane Mobilit\u00e4t und Verkehrsanalyse in Stra\u00dfennetzwerken<\/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\">Bewegungs\u00f6kologie und Verfolgung kollektiver Verhaltensmuster<\/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\">Logistik, Umweltmonitoring und allgemeine raumzeitliche Systeme<\/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 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile 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>Selected Prior Work and Example Projects<\/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-22383 post-22383 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\/johann-bornholdt\/\">\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\/Bornholdt-Johann.jpg\" class=\"attachment-portfolio_masonry_large size-portfolio_masonry_large wp-image-23174\" alt=\"\" srcset=\"https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Bornholdt-Johann.jpg 800w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Bornholdt-Johann-300x300.jpg 300w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Bornholdt-Johann-150x150.jpg 150w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Bornholdt-Johann-768x768.jpg 768w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Bornholdt-Johann-570x570.jpg 570w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Bornholdt-Johann-500x500.jpg 500w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Bornholdt-Johann-700x700.jpg 700w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Bornholdt-Johann-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\/johann-bornholdt\/\">Dr. Johann\u202fBornholdt<\/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:johann.bornholdt@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\/johann-bornholdt-a8186a270\/\" target=\"_blank\" class=\"person-contact-link\" rel=\"noopener\"><span class=\"dashicons dashicons-linkedin person-contact-icon big\"><\/span><\/a><a href=\"https:\/\/github.com\/JohannBo\" 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 data-elementor-type=\"loop-item\" data-elementor-id=\"22728\" class=\"elementor elementor-22728 e-loop-item e-loop-item-22017 post-22017 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\/michael-grossniklaus\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Grossniklaus-Michael.jpg\" class=\"attachment-portfolio_masonry_large size-portfolio_masonry_large wp-image-23176\" alt=\"\" srcset=\"https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Grossniklaus-Michael.jpg 800w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Grossniklaus-Michael-300x300.jpg 300w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Grossniklaus-Michael-150x150.jpg 150w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Grossniklaus-Michael-768x768.jpg 768w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Grossniklaus-Michael-570x570.jpg 570w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Grossniklaus-Michael-500x500.jpg 500w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Grossniklaus-Michael-700x700.jpg 700w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/02\/Grossniklaus-Michael-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\/michael-grossniklaus\/\">Prof. Dr. Michael Grossniklaus<\/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:michael.grossniklaus@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\/grossniklaus\" target=\"_blank\" class=\"person-contact-link\" rel=\"noopener\"><span class=\"dashicons dashicons-linkedin person-contact-icon big\"><\/span><\/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 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>Mitglieder<\/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=\"elementor-loop-container elementor-grid\" role=\"list\">\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-24556 post-24556 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\/niels-richter\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/tidit.ch\/wp-content\/uploads\/2026\/05\/Richter-Niels.jpg\" class=\"attachment-portfolio_masonry_large size-portfolio_masonry_large wp-image-24557\" alt=\"\" srcset=\"https:\/\/tidit.ch\/wp-content\/uploads\/2026\/05\/Richter-Niels.jpg 800w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/05\/Richter-Niels-300x300.jpg 300w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/05\/Richter-Niels-150x150.jpg 150w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/05\/Richter-Niels-768x768.jpg 768w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/05\/Richter-Niels-570x570.jpg 570w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/05\/Richter-Niels-500x500.jpg 500w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/05\/Richter-Niels-700x700.jpg 700w, https:\/\/tidit.ch\/wp-content\/uploads\/2026\/05\/Richter-Niels-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\/niels-richter\/\">Niels Richter<\/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\">Werkstudent<\/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:niels.richter@tidit.ch\" target=\"_blank\" class=\"person-contact-link\"><span class=\"person-contact-icon big dashicons dashicons-email-alt\"><\/span><\/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-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                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