{"id":83,"date":"2023-11-03T08:00:23","date_gmt":"2023-11-03T08:00:23","guid":{"rendered":"https:\/\/christian-engelmann.de\/?page_id=83"},"modified":"2024-11-03T17:31:52","modified_gmt":"2024-11-03T17:31:52","slug":"current-research","status":"publish","type":"page","link":"https:\/\/www.christian-engelmann.info\/?page_id=83","title":{"rendered":"Ongoing Projects"},"content":{"rendered":"<ul>\n<li>\n<b><a href=\"?page_id=1120\">2024-&#8230;: A Resilient Federated Ecosystem for Self-Driving Laboratories<\/a><\/b>: This project creates an error- and failure-resilient federated ecosystem for instrument science, enabling reliable autonomous experiments, self-driving laboratories, smart manufacturing, and artificial intelligence driven design, discovery, and evaluation.<\/li>\n<li>\n<b><a href=\"?page_id=1188\">2024-&#8230;: Privacy-Preserving Federated Learning for Science: Building Sustainable and Trustworthy Foundation Models<\/a><\/b>: This project develops efficient communication, memory, and energy optimization techniques for federated learning algorithms, particularly for large-scale foundation models, while ensuring fairness and incentivizing participation.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>2024-&#8230;: A Resilient Federated Ecosystem for Self-Driving Laboratories: This project creates an error- and failure-resilient federated ecosystem for instrument science, enabling reliable autonomous experiments, self-driving laboratories, smart manufacturing, and artificial intelligence driven design, discovery, and evaluation. 2024-&#8230;: Privacy-Preserving Federated Learning for Science: Building Sustainable and Trustworthy Foundation Models: This project develops efficient communication, memory, and&hellip;&nbsp;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"off","neve_meta_content_width":100,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"class_list":["post-83","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.christian-engelmann.info\/index.php?rest_route=\/wp\/v2\/pages\/83","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.christian-engelmann.info\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.christian-engelmann.info\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.christian-engelmann.info\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.christian-engelmann.info\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=83"}],"version-history":[{"count":21,"href":"https:\/\/www.christian-engelmann.info\/index.php?rest_route=\/wp\/v2\/pages\/83\/revisions"}],"predecessor-version":[{"id":1195,"href":"https:\/\/www.christian-engelmann.info\/index.php?rest_route=\/wp\/v2\/pages\/83\/revisions\/1195"}],"wp:attachment":[{"href":"https:\/\/www.christian-engelmann.info\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=83"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}