{"id":980,"date":"2022-07-07T10:37:24","date_gmt":"2022-07-07T08:37:24","guid":{"rendered":"https:\/\/www.asm.tf.fau.de\/?page_id=980"},"modified":"2025-11-19T13:43:42","modified_gmt":"2025-11-19T12:43:42","slug":"student-projects","status":"publish","type":"page","link":"https:\/\/www.asm.tf.fau.de\/en\/teaching\/student-projects\/","title":{"rendered":"Student Theses and Projects"},"content":{"rendered":"<p>Inquiries regarding master&#8217;s and bachelor&#8217;s theses and Forschungspraktika are always welcome. Please have a look at the research interest of the <a href=\"https:\/\/www.asm.tf.fau.de\/en\/institute\/people\/#collapse_2\">academic staff<\/a> and contact a research associate aligned with your interests.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Current open projects:<\/strong><\/p>\n<div class=\"rrze-elements accordion style_default\" id=\"accordion-0\">\n<div class=\"button-container-right\"><button class=\"expand-all standard-btn primary-btn xsmall-btn\" data-status=\"closed\">Expand All<\/button><\/div>\n<p><\/p>\n<div class=\"accordion-group\">\n<h2 class=\"accordion-heading\"><button class=\"accordion-toggle\" data-toggle=\"collapse\"  href=\"#collapse_0\" aria-expanded=\"false\" aria-controls=\"collapse_0\" id=\"collapse_button_0\"> Master thesis <\/button><\/h2>\n<div id=\"collapse_0\" class=\"accordion-body\" aria-labelledby=\"collapse_button_0\">\n<div class=\"accordion-inner clearfix\">\n<section class=\"rrze-elements-news blogroll \">\n<article id=\"post-3758\" class=\"news-item clear clearfix post-3758 post type-post status-publish format-standard hentry category-master-thesis category-student-projects en-US cf\" aria-labelledby=\"aria-3758-19099\" itemscope itemtype=\"http:\/\/schema.org\/NewsArticle\">\n<header class=\"entry-header\">\n<h2 class=\"entry-title\" id=\"aria-3758-19099\" itemprop=\"headline\"><a href=\"https:\/\/www.asm.tf.fau.de\/en\/2026\/03\/31\/explainable-failure-analysis-in-time-series-data-using-shap\/\" rel=\"bookmark\" itemprop=\"url\">Explainable Failure Analysis in Time-Series Data Using SHAP<\/a><\/h2>\n<\/header>\n<div class=\"entry-meta\">\n<div itemprop=\"publisher\" itemscope itemtype=\"https:\/\/schema.org\/Organization\"><meta itemprop=\"name\" content=\"Lehrstuhl f\u00fcr Autonome Systeme und Mechatronik\"\/><meta itemprop=\"logo\" content=\"\"\/><\/div>\n<div itemprop=\"author\" itemscope itemtype=\"https:\/\/schema.org\/Person\"><meta itemprop=\"name\" content=\"Yongxu Ren\"\/><\/div>\n<div class=\"entry-date\" itemprop=\"datePublished\" content=\"2026-03-31\">31. March 2026<\/div>\n<div class=\"entry-cats\"><a href=\"https:\/\/www.asm.tf.fau.de\/en\/category\/student-projects\/master-thesis\/\" alt=\"View all posts in Master Thesis\">Master Thesis<\/a> \/ <a href=\"https:\/\/www.asm.tf.fau.de\/en\/category\/student-projects\/\" alt=\"View all posts in Student Projects\">Student Projects<\/a><\/div>\n<\/div>\n<div class=\"entry-content\" itemprop=\"description\">Explainability is critical for the adoption of machine learning models in industrial systems, particularly for failure detection and prediction. This&hellip;<\/div>\n<\/article>\n<article id=\"post-3179\" class=\"news-item clear clearfix post-3179 post type-post status-publish format-standard hentry category-bachelor-thesis category-forschungspraktikum category-master-thesis en-US cf\" aria-labelledby=\"aria-3179-26081\" itemscope itemtype=\"http:\/\/schema.org\/NewsArticle\">\n<header class=\"entry-header\">\n<h2 class=\"entry-title\" id=\"aria-3179-26081\" itemprop=\"headline\"><a href=\"https:\/\/www.asm.tf.fau.de\/en\/2025\/05\/26\/evaluating-optimization-algorithms-for-human-gait-simulations\/\" rel=\"bookmark\" itemprop=\"url\">Evaluating Optimization Algorithms for Human Gait Simulations<\/a><\/h2>\n<\/header>\n<div class=\"entry-meta\">\n<div itemprop=\"publisher\" itemscope itemtype=\"https:\/\/schema.org\/Organization\"><meta itemprop=\"name\" content=\"Lehrstuhl f\u00fcr Autonome Systeme und Mechatronik\"\/><meta itemprop=\"logo\" content=\"\"\/><\/div>\n<div itemprop=\"author\" itemscope itemtype=\"https:\/\/schema.org\/Person\"><meta itemprop=\"name\" content=\"Anne Koelewijn\"\/><\/div>\n<div class=\"entry-date\" itemprop=\"datePublished\" content=\"2025-05-26\">26. May 2025<\/div>\n<div class=\"entry-cats\"><a href=\"https:\/\/www.asm.tf.fau.de\/en\/category\/student-projects\/bachelor-thesis\/\" alt=\"View all posts in Bachelor Thesis\">Bachelor Thesis<\/a> \/ <a href=\"https:\/\/www.asm.tf.fau.de\/en\/category\/student-projects\/forschungspraktikum\/\" alt=\"View all posts in Forschungspraktikum\">Forschungspraktikum<\/a> \/ <a href=\"https:\/\/www.asm.tf.fau.de\/en\/category\/student-projects\/master-thesis\/\" alt=\"View all posts in Master Thesis\">Master Thesis<\/a><\/div>\n<\/div>\n<div class=\"entry-content\" itemprop=\"description\">Are you interested in helping us improve our human gait simulations? We use these simulations to predict the effect of&hellip;<\/div>\n<\/article>\n<article id=\"post-3156\" class=\"news-item clear clearfix post-3156 post type-post status-publish format-standard hentry category-master-thesis en-US cf\" aria-labelledby=\"aria-3156-14217\" itemscope itemtype=\"http:\/\/schema.org\/NewsArticle\">\n<header class=\"entry-header\">\n<h2 class=\"entry-title\" id=\"aria-3156-14217\" itemprop=\"headline\"><a href=\"https:\/\/www.asm.tf.fau.de\/en\/2025\/04\/25\/benchmarking-energy-expenditure-estimation-ai-vs-metabolic-cost-models\/\" rel=\"bookmark\" itemprop=\"url\">Benchmarking Energy Expenditure Estimation: AI vs. Metabolic Cost Models<\/a><\/h2>\n<\/header>\n<div class=\"entry-meta\">\n<div itemprop=\"publisher\" itemscope itemtype=\"https:\/\/schema.org\/Organization\"><meta itemprop=\"name\" content=\"Lehrstuhl f\u00fcr Autonome Systeme und Mechatronik\"\/><meta itemprop=\"logo\" content=\"\"\/><\/div>\n<div itemprop=\"author\" itemscope itemtype=\"https:\/\/schema.org\/Person\"><meta itemprop=\"name\" content=\"Ilias Masmoudi\"\/><\/div>\n<div class=\"entry-date\" itemprop=\"datePublished\" content=\"2025-04-25\">25. April 2025<\/div>\n<div class=\"entry-cats\"><a href=\"https:\/\/www.asm.tf.fau.de\/en\/category\/student-projects\/master-thesis\/\" alt=\"View all posts in Master Thesis\">Master Thesis<\/a><\/div>\n<\/div>\n<div class=\"entry-content\" itemprop=\"description\">In clinical and sports science applications, the accurate estimation of energy expenditure (EE) is critical for evaluating physical performance, rehabilitation&hellip;<\/div>\n<\/article>\n<\/section>\n<\/div>\n<\/div>\n<\/div>\n<p><\/p>\n<div class=\"accordion-group\">\n<h2 class=\"accordion-heading\"><button class=\"accordion-toggle\" data-toggle=\"collapse\"  href=\"#collapse_1\" aria-expanded=\"false\" aria-controls=\"collapse_1\" id=\"collapse_button_1\"> Bachelor thesis <\/button><\/h2>\n<div id=\"collapse_1\" class=\"accordion-body\" aria-labelledby=\"collapse_button_1\">\n<div class=\"accordion-inner clearfix\">\n<section class=\"rrze-elements-news blogroll \">\n<article id=\"post-3179\" class=\"news-item clear clearfix post-3179 post type-post status-publish format-standard hentry category-bachelor-thesis category-forschungspraktikum category-master-thesis en-US cf\" aria-labelledby=\"aria-3179-10916\" itemscope itemtype=\"http:\/\/schema.org\/NewsArticle\">\n<header class=\"entry-header\">\n<h2 class=\"entry-title\" id=\"aria-3179-10916\" itemprop=\"headline\"><a href=\"https:\/\/www.asm.tf.fau.de\/en\/2025\/05\/26\/evaluating-optimization-algorithms-for-human-gait-simulations\/\" rel=\"bookmark\" itemprop=\"url\">Evaluating Optimization Algorithms for Human Gait Simulations<\/a><\/h2>\n<\/header>\n<div class=\"entry-meta\">\n<div itemprop=\"publisher\" itemscope itemtype=\"https:\/\/schema.org\/Organization\"><meta itemprop=\"name\" content=\"Lehrstuhl f\u00fcr Autonome Systeme und Mechatronik\"\/><meta itemprop=\"logo\" content=\"\"\/><\/div>\n<div itemprop=\"author\" itemscope itemtype=\"https:\/\/schema.org\/Person\"><meta itemprop=\"name\" content=\"Anne Koelewijn\"\/><\/div>\n<div class=\"entry-date\" itemprop=\"datePublished\" content=\"2025-05-26\">26. May 2025<\/div>\n<div class=\"entry-cats\"><a href=\"https:\/\/www.asm.tf.fau.de\/en\/category\/student-projects\/bachelor-thesis\/\" alt=\"View all posts in Bachelor Thesis\">Bachelor Thesis<\/a> \/ <a href=\"https:\/\/www.asm.tf.fau.de\/en\/category\/student-projects\/forschungspraktikum\/\" alt=\"View all posts in Forschungspraktikum\">Forschungspraktikum<\/a> \/ <a href=\"https:\/\/www.asm.tf.fau.de\/en\/category\/student-projects\/master-thesis\/\" alt=\"View all posts in Master Thesis\">Master Thesis<\/a><\/div>\n<\/div>\n<div class=\"entry-content\" itemprop=\"description\">Are you interested in helping us improve our human gait simulations? We use these simulations to predict the effect of&hellip;<\/div>\n<\/article>\n<\/section>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"accordion-group\">\n<h2 class=\"accordion-heading\"><button class=\"accordion-toggle\" data-toggle=\"collapse\"  href=\"#collapse_2\" aria-expanded=\"false\" aria-controls=\"collapse_2\" id=\"collapse_button_2\"> Student projects <\/button><\/h2>\n<div id=\"collapse_2\" class=\"accordion-body\" aria-labelledby=\"collapse_button_2\">\n<div class=\"accordion-inner clearfix\">\n<section class=\"rrze-elements-news blogroll \">\n<article id=\"post-3194\" class=\"news-item clear clearfix post-3194 post type-post status-publish format-standard has-post-thumbnail hentry category-forschungspraktikum en-US cf\" aria-labelledby=\"aria-3194-14705\" itemscope itemtype=\"http:\/\/schema.org\/NewsArticle\">\n<header class=\"entry-header\">\n<h2 class=\"entry-title\" id=\"aria-3194-14705\" itemprop=\"headline\"><a href=\"https:\/\/www.asm.tf.fau.de\/en\/2025\/07\/17\/unified-microcontroller-inference-platform-umip\/\" rel=\"bookmark\" itemprop=\"url\">Unified Microcontroller Inference Platform (UMIP)<\/a><\/h2>\n<\/header>\n<div class=\"entry-meta\">\n<div itemprop=\"publisher\" itemscope itemtype=\"https:\/\/schema.org\/Organization\"><meta itemprop=\"name\" content=\"Lehrstuhl f\u00fcr Autonome Systeme und Mechatronik\"\/><meta itemprop=\"logo\" content=\"\"\/><\/div>\n<div itemprop=\"author\" itemscope itemtype=\"https:\/\/schema.org\/Person\"><meta itemprop=\"name\" content=\"Rodrigo Jose Velasco Guillen\"\/><\/div>\n<div class=\"entry-date\" itemprop=\"datePublished\" content=\"2025-07-17\">17. July 2025<\/div>\n<div class=\"entry-cats\"><a href=\"https:\/\/www.asm.tf.fau.de\/en\/category\/student-projects\/forschungspraktikum\/\" alt=\"View all posts in Forschungspraktikum\">Forschungspraktikum<\/a><\/div>\n<\/div>\n<div class=\"entry-thumbnail ratio-landscape float-left\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.asm.tf.fau.de\/files\/2025\/07\/Bild_FP-1024x539.png\" class=\"attachment-large size-large wp-post-image\" alt=\"\" srcset=\"https:\/\/www.asm.tf.fau.de\/files\/2025\/07\/Bild_FP-1024x539.png 1024w, https:\/\/www.asm.tf.fau.de\/files\/2025\/07\/Bild_FP-300x158.png 300w, https:\/\/www.asm.tf.fau.de\/files\/2025\/07\/Bild_FP-768x404.png 768w, https:\/\/www.asm.tf.fau.de\/files\/2025\/07\/Bild_FP-1536x809.png 1536w, https:\/\/www.asm.tf.fau.de\/files\/2025\/07\/Bild_FP-60x32.png 60w, https:\/\/www.asm.tf.fau.de\/files\/2025\/07\/Bild_FP-456x240.png 456w, https:\/\/www.asm.tf.fau.de\/files\/2025\/07\/Bild_FP-480x253.png 480w, https:\/\/www.asm.tf.fau.de\/files\/2025\/07\/Bild_FP-893x470.png 893w, https:\/\/www.asm.tf.fau.de\/files\/2025\/07\/Bild_FP.png 1618w\" \/><meta itemprop=\"image\" content=\"https:\/\/www.asm.tf.fau.de\/files\/2025\/07\/Bild_FP-456x240.png\"><\/div>\n<div class=\"entry-content\" itemprop=\"description\">Problem: Aktuelle Microcontroller-Evaluierungs- und Entwicklerboards eignen sich nur bedingt, um verschiedenste KI-Methoden \u2013 zum Beispiel tiefe neuronale Netze \u2013 plattform-&hellip;<\/div>\n<\/article>\n<article id=\"post-3179\" class=\"news-item clear clearfix post-3179 post type-post status-publish format-standard hentry category-bachelor-thesis category-forschungspraktikum category-master-thesis en-US cf\" aria-labelledby=\"aria-3179-17988\" itemscope itemtype=\"http:\/\/schema.org\/NewsArticle\">\n<header class=\"entry-header\">\n<h2 class=\"entry-title\" id=\"aria-3179-17988\" itemprop=\"headline\"><a href=\"https:\/\/www.asm.tf.fau.de\/en\/2025\/05\/26\/evaluating-optimization-algorithms-for-human-gait-simulations\/\" rel=\"bookmark\" itemprop=\"url\">Evaluating Optimization Algorithms for Human Gait Simulations<\/a><\/h2>\n<\/header>\n<div class=\"entry-meta\">\n<div itemprop=\"publisher\" itemscope itemtype=\"https:\/\/schema.org\/Organization\"><meta itemprop=\"name\" content=\"Lehrstuhl f\u00fcr Autonome Systeme und Mechatronik\"\/><meta itemprop=\"logo\" content=\"\"\/><\/div>\n<div itemprop=\"author\" itemscope itemtype=\"https:\/\/schema.org\/Person\"><meta itemprop=\"name\" content=\"Anne Koelewijn\"\/><\/div>\n<div class=\"entry-date\" itemprop=\"datePublished\" content=\"2025-05-26\">26. May 2025<\/div>\n<div class=\"entry-cats\"><a href=\"https:\/\/www.asm.tf.fau.de\/en\/category\/student-projects\/bachelor-thesis\/\" alt=\"View all posts in Bachelor Thesis\">Bachelor Thesis<\/a> \/ <a href=\"https:\/\/www.asm.tf.fau.de\/en\/category\/student-projects\/forschungspraktikum\/\" alt=\"View all posts in Forschungspraktikum\">Forschungspraktikum<\/a> \/ <a href=\"https:\/\/www.asm.tf.fau.de\/en\/category\/student-projects\/master-thesis\/\" alt=\"View all posts in Master Thesis\">Master Thesis<\/a><\/div>\n<\/div>\n<div class=\"entry-content\" itemprop=\"description\">Are you interested in helping us improve our human gait simulations? We use these simulations to predict the effect of&hellip;<\/div>\n<\/article>\n<\/section>\n<p>No posts found.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\n<\/div>\n\n<p>&nbsp;<\/p>\n<p><strong>Ongoing Projects:<\/strong><\/p>\n<div class=\"rrze-elements accordion style_default\" id=\"accordion-1\"><\/p>\n<div class=\"accordion-group\">\n<h2 class=\"accordion-heading\"><button class=\"accordion-toggle\" data-toggle=\"collapse\"  href=\"#collapse_3\" aria-expanded=\"false\" aria-controls=\"collapse_3\" id=\"collapse_button_3\"> Ongoing Projects <\/button><\/h2>\n<div id=\"collapse_3\" class=\"accordion-body\" aria-labelledby=\"collapse_button_3\">\n<div class=\"accordion-inner clearfix\">\n<section class=\"rrze-elements-news blogroll \">\n<article id=\"post-3399\" class=\"news-item clear clearfix post-3399 post type-post status-publish format-standard has-post-thumbnail hentry category-ongoing-project en-US cf\" aria-labelledby=\"aria-3399-29065\" itemscope itemtype=\"http:\/\/schema.org\/NewsArticle\">\n<header class=\"entry-header\">\n<h2 class=\"entry-title\" id=\"aria-3399-29065\" itemprop=\"headline\"><a href=\"https:\/\/www.asm.tf.fau.de\/en\/2025\/11\/19\/joint-reconstruction-from-upper-limb-motion-capture-markers-data\/\" rel=\"bookmark\" itemprop=\"url\">Joint Reconstruction from Upper-Limb Motion-Capture Markers Data<\/a><\/h2>\n<\/header>\n<div class=\"entry-meta\">\n<div itemprop=\"publisher\" itemscope itemtype=\"https:\/\/schema.org\/Organization\"><meta itemprop=\"name\" content=\"Lehrstuhl f\u00fcr Autonome Systeme und Mechatronik\"\/><meta itemprop=\"logo\" content=\"\"\/><\/div>\n<div itemprop=\"author\" itemscope itemtype=\"https:\/\/schema.org\/Person\"><meta itemprop=\"name\" content=\"Marius Kindermann\"\/><\/div>\n<div class=\"entry-date\" itemprop=\"datePublished\" content=\"2025-11-19\">19. November 2025<\/div>\n<div class=\"entry-cats\"><a href=\"https:\/\/www.asm.tf.fau.de\/en\/category\/student-projects\/ongoing-project\/\" alt=\"View all posts in Ongoing Project\">Ongoing Project<\/a><\/div>\n<\/div>\n<div class=\"entry-thumbnail ratio-landscape float-left\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.asm.tf.fau.de\/files\/2025\/11\/UL_joint_positions.png\" class=\"attachment-large size-large wp-post-image\" alt=\"\" srcset=\"https:\/\/www.asm.tf.fau.de\/files\/2025\/11\/UL_joint_positions.png 711w, https:\/\/www.asm.tf.fau.de\/files\/2025\/11\/UL_joint_positions-300x189.png 300w, https:\/\/www.asm.tf.fau.de\/files\/2025\/11\/UL_joint_positions-60x38.png 60w, https:\/\/www.asm.tf.fau.de\/files\/2025\/11\/UL_joint_positions-382x240.png 382w, https:\/\/www.asm.tf.fau.de\/files\/2025\/11\/UL_joint_positions-480x302.png 480w\" \/><meta itemprop=\"image\" content=\"https:\/\/www.asm.tf.fau.de\/files\/2025\/11\/UL_joint_positions-382x240.png\"><\/div>\n<div class=\"entry-content\" itemprop=\"description\">Upper-limb motion is mechanically complex, yet the nervous system performs these movements with effortless coordination. To understand this behavior and&hellip;<\/div>\n<\/article>\n<\/section>\n<\/div>\n<\/div>\n<\/div>\n<p>\n<\/div>\n\n<p>&nbsp;<\/p>\n<p><strong>Upcoming student project presentations:<\/strong><\/p>\n<p>No posts found.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Inquiries regarding master&#8217;s and bachelor&#8217;s theses and Forschungspraktika are always welcome. Please have a look at the research interest of the academic staff and contact a research associate aligned with your interests. &nbsp; Current open projects: &nbsp; Ongoing Projects: &nbsp; Upcoming student project presentations: &nbsp; &nbsp;<\/p>\n","protected":false},"author":3315,"featured_media":0,"parent":1005,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"page-templates\/page-subnav.php","meta":{"_rrze_cache":"enabled","_rrze_multilang_single_locale":"en_US","_rrze_multilang_single_source":"https:\/\/www.asm.tf.fau.de\/?page_id=165","footnotes":""},"page_category":[8],"page_tag":[],"workflow_usergroup":[],"class_list":["post-980","page","type-page","status-publish","hentry","page_category-teaching","en-US"],"_links":{"self":[{"href":"https:\/\/www.asm.tf.fau.de\/wp-json\/wp\/v2\/pages\/980","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.asm.tf.fau.de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.asm.tf.fau.de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.asm.tf.fau.de\/wp-json\/wp\/v2\/users\/3315"}],"replies":[{"embeddable":true,"href":"https:\/\/www.asm.tf.fau.de\/wp-json\/wp\/v2\/comments?post=980"}],"version-history":[{"count":10,"href":"https:\/\/www.asm.tf.fau.de\/wp-json\/wp\/v2\/pages\/980\/revisions"}],"predecessor-version":[{"id":3402,"href":"https:\/\/www.asm.tf.fau.de\/wp-json\/wp\/v2\/pages\/980\/revisions\/3402"}],"up":[{"embeddable":true,"href":"https:\/\/www.asm.tf.fau.de\/wp-json\/wp\/v2\/pages\/1005"}],"wp:attachment":[{"href":"https:\/\/www.asm.tf.fau.de\/wp-json\/wp\/v2\/media?parent=980"}],"wp:term":[{"taxonomy":"page_category","embeddable":true,"href":"https:\/\/www.asm.tf.fau.de\/wp-json\/wp\/v2\/page_category?post=980"},{"taxonomy":"page_tag","embeddable":true,"href":"https:\/\/www.asm.tf.fau.de\/wp-json\/wp\/v2\/page_tag?post=980"},{"taxonomy":"workflow_usergroup","embeddable":true,"href":"https:\/\/www.asm.tf.fau.de\/wp-json\/wp\/v2\/workflow_usergroup?post=980"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}