{"id":51,"date":"2020-05-31T18:00:43","date_gmt":"2020-05-31T18:00:43","guid":{"rendered":"http:\/\/mlhpc2.peter-zaspel.de\/?page_id=51"},"modified":"2026-06-18T09:33:58","modified_gmt":"2026-06-18T09:33:58","slug":"welcome-to-the-scale-group","status":"publish","type":"page","link":"https:\/\/www.peter-zaspel.de\/","title":{"rendered":"Welcome!"},"content":{"rendered":"\n<p>In our team at University of Wuppertal, we tackle challenges in <a href=\"https:\/\/www.peter-zaspel.de\/?page_id=84\" data-type=\"page\" data-id=\"84\">machine learning, uncertainty quantification<\/a> and <a href=\"https:\/\/www.peter-zaspel.de\/?page_id=100\" data-type=\"page\" data-id=\"100\">high performance computing<\/a>. We perform research at the overlap of computer science and applied mathematics with special emphasis on methods and <a href=\"https:\/\/www.peter-zaspel.de\/?page_id=470\" data-type=\"page\" data-id=\"470\">applications<\/a> targeted towards <a href=\"https:\/\/www.peter-zaspel.de\/?page_id=470\" data-type=\"page\" data-id=\"470\">engineering, natural science, medicine and beyond<\/a>.<\/p>\n\n\n\n<p>Feel free to explore our recent <a href=\"https:\/\/www.peter-zaspel.de\/?page_id=22\">research<\/a> and <a href=\"https:\/\/www.peter-zaspel.de\/?page_id=20\">teaching<\/a> in this field!<\/p>\n\n\n\n<p>We are continuously looking for talented PhD candidates and Postdocs. Please apply!<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-black-color has-css-opacity has-black-background-color has-background is-style-wide\"\/>\n\n\n\n<h6 class=\"wp-block-heading\">Recent news<\/h6>\n\n\n<ul class=\"wp-block-latest-posts__list wp-block-latest-posts\"><li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/www.peter-zaspel.de\/?p=1718\">Chemical space sampling with novel active learning cuts training data cost by an order of magnitude<\/a><div class=\"wp-block-latest-posts__post-excerpt\">Vivin Vinod and Peter Zaspel have developed a faster, more efficient way to train machine learning models on complex chemical data. Detailed in their<\/div><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/www.peter-zaspel.de\/?p=1541\">Pioneering Research on Excitation Energy Transfer in Light-Harvesting Systems Published in Advanced Theory and Simulations<\/a><div class=\"wp-block-latest-posts__post-excerpt\">D. Lyu, V. Vinod, M. Holzenkamp, Y. M. Holtkamp, S. Maity, C. R. Salazar, U. Kleinekath\u00f6fer, P. Zaspel. Excitation Energy Transfer between Porphyrin Dyes<\/div><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/www.peter-zaspel.de\/?p=1539\">Benchmarking Data Efficiency in Advanced Machine Learning Models for Quantum Chemistry<\/a><div class=\"wp-block-latest-posts__post-excerpt\">V. Vinod, P. Zaspel; Benchmarking data efficiency in \u0394-ML and multifidelity models for quantum chemistry. J. Chem. Phys. 163 (2): 024134, 2025. DOI: 10.1063\/5.0272457;<\/div><\/li>\n<\/ul>\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In our team at University of Wuppertal, we tackle challenges in machine learning, uncertainty quantification and high performance computing. We perform research at the overlap of computer science and applied mathematics with special emphasis on methods and applications targeted towards<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","_mc_calendar":[],"footnotes":""},"class_list":["post-51","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.peter-zaspel.de\/index.php?rest_route=\/wp\/v2\/pages\/51","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.peter-zaspel.de\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.peter-zaspel.de\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.peter-zaspel.de\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.peter-zaspel.de\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=51"}],"version-history":[{"count":46,"href":"https:\/\/www.peter-zaspel.de\/index.php?rest_route=\/wp\/v2\/pages\/51\/revisions"}],"predecessor-version":[{"id":1724,"href":"https:\/\/www.peter-zaspel.de\/index.php?rest_route=\/wp\/v2\/pages\/51\/revisions\/1724"}],"wp:attachment":[{"href":"https:\/\/www.peter-zaspel.de\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=51"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}