<?xml version="1.0" encoding="UTF-8"?>
<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:taxo="http://purl.org/rss/1.0/modules/taxonomy/" xmlns:burst="http://xmlns.com/burst/0.1/" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" xmlns="http://purl.org/rss/1.0/" xmlns:admin="http://webns.net/mvcb/" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:syn="http://purl.org/rss/1.0/modules/syndication/" xmlns:swrc="http://swrc.ontoware.org/ontology#" xmlns:cc="http://web.resource.org/cc/"><channel rdf:about="https://puma.ub.uni-stuttgart.de/tag/machinelearning"><title>PUMA publications for /tag/machinelearning</title><link>https://puma.ub.uni-stuttgart.de/tag/machinelearning</link><description>PUMA RSS feed for /tag/machinelearning</description><dc:date>2026-04-23T07:32:44+02:00</dc:date><items><rdf:Seq><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/235c7e2feecb203afc29ed828b23bc4ae/ifsw"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/235c7e2feecb203afc29ed828b23bc4ae/michaelhaas"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/28c14d621fac5e000d2c65e9a33485af6/michaelhaas"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/28c14d621fac5e000d2c65e9a33485af6/ifsw"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/2750ea0849720cc310e011944e73e1e9e/pegenlauf"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/2750ea0849720cc310e011944e73e1e9e/manybodyml"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/224faa544768fb91a15cf1530f3093ec9/chmayer"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/2f5c50fb27ea0fa91936ae7c3d47cfbb2/ifsw"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/2f5c50fb27ea0fa91936ae7c3d47cfbb2/amichalowski"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/296935bf743ac53e191920b6564cd1787/pegenlauf"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/27f2b2570a7693431332019cb77ac40b5/pegenlauf"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/25b5598491fd5e9c77a4cd7ec154f8d53/isw-bibliothek"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/281c34cc99047f704291efc46ac243f05/pegenlauf"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/23438a370da9e4e009bed57f95af0e6b0/treeber"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/23438a370da9e4e009bed57f95af0e6b0/veroeff_ifw"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/2dc8942b0dbbbecd3b675bdcaca4b845a/diglezakis"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/22a396f5bb367f22145257cfb82419ccd/alexbaier"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/22a396f5bb367f22145257cfb82419ccd/analyticcomp"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/2835f2d0402f1815db5a801d4bb6781a1/raphei"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/bibtex/24cb785e55420811695b8536b20a6cd38/alexbaier"/></rdf:Seq></items></channel><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/235c7e2feecb203afc29ed828b23bc4ae/ifsw"><title>Advanced laser processing and its optimization with machine learning</title><link>https://puma.ub.uni-stuttgart.de/bibtex/235c7e2feecb203afc29ed828b23bc4ae/ifsw</link><dc:creator>ifsw</dc:creator><dc:date>2026-04-20T16:13:32+02:00</dc:date><dc:subject>myown Welding Laser BayesianOptimization GaussianProcesses MachineLearning Ablation Optimization </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Andreas Michalowski&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Michalowski&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Alexander Ilin&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Ilin&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Alexander Kroschel&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/2&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Kroschel&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Stephanie Karg&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/3&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Karg&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Peter Stritt&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/4&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;P. Stritt&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Adina Dais&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/5&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Dais&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Sebastian Becker&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/6&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Becker&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Gerhard Kunz&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/7&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;G. Kunz&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Steffen Sonntag&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/8&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Sonntag&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Martin Lustfeld&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/9&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;M. Lustfeld&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt; und 5 andere Autor(en). &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;(&lt;em&gt;&lt;span&gt;2023&lt;meta content=&#034;2023&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/myown"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/Welding"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/Laser"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/BayesianOptimization"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/GaussianProcesses"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/MachineLearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/Ablation"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/Optimization"/></rdf:Bag></taxo:topics></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/235c7e2feecb203afc29ed828b23bc4ae/michaelhaas"><title>Advanced laser processing and its optimization with machine learning</title><link>https://puma.ub.uni-stuttgart.de/bibtex/235c7e2feecb203afc29ed828b23bc4ae/michaelhaas</link><dc:creator>michaelhaas</dc:creator><dc:date>2026-04-20T16:13:31+02:00</dc:date><dc:subject>Ablation BayesianOptimization GaussianProcesses Laser MachineLearning Optimization Welding myown </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Andreas Michalowski&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Michalowski&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Alexander Ilin&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Ilin&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Alexander Kroschel&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/2&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Kroschel&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Stephanie Karg&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/3&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Karg&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Peter Stritt&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/4&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;P. Stritt&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Adina Dais&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/5&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Dais&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Sebastian Becker&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/6&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Becker&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Gerhard Kunz&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/7&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;G. Kunz&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Steffen Sonntag&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/8&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Sonntag&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Martin Lustfeld&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/9&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;M. Lustfeld&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt; und 5 andere Autor(en). &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;(&lt;em&gt;&lt;span&gt;2023&lt;meta content=&#034;2023&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/Ablation"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/BayesianOptimization"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/GaussianProcesses"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/Laser"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/MachineLearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/Optimization"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/Welding"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/myown"/></rdf:Bag></taxo:topics></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/28c14d621fac5e000d2c65e9a33485af6/michaelhaas"><title>Advanced laser processing and its optimization with machine learning</title><link>https://puma.ub.uni-stuttgart.de/bibtex/28c14d621fac5e000d2c65e9a33485af6/michaelhaas</link><dc:creator>michaelhaas</dc:creator><dc:date>2026-04-20T16:09:36+02:00</dc:date><dc:subject>Ablation BayesianOptimization GaussianProcesses Laser MachineLearning Optimization Welding myown </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Andreas Michalowski&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Michalowski&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Alexander Ilin&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Ilin&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Alexander Kroschel&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/2&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Kroschel&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Stephanie Karg&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/3&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Karg&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Peter Stritt&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/4&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;P. Stritt&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Adina Dais&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/5&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Dais&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Sebastian Becker&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/6&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Becker&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Gerhard Kunz&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/7&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;G. Kunz&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Steffen Sonntag&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/8&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Sonntag&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Martin Lustfeld&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/9&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;M. Lustfeld&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt; und 5 andere Autor(en). &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;&lt;em&gt; Laser Applications in Microelectronic and Optoelectronic Manufacturing (LAMOM) XXVIII, &lt;/em&gt;&lt;em&gt;&lt;span itemprop=&#034;publisher&#034;&gt;SPIE&lt;/span&gt;, &lt;/em&gt;(&lt;em&gt;&lt;span&gt;2023&lt;meta content=&#034;2023&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/Ablation"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/BayesianOptimization"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/GaussianProcesses"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/Laser"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/MachineLearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/Optimization"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/Welding"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/myown"/></rdf:Bag></taxo:topics></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/28c14d621fac5e000d2c65e9a33485af6/ifsw"><title>Advanced laser processing and its optimization with machine learning</title><link>https://puma.ub.uni-stuttgart.de/bibtex/28c14d621fac5e000d2c65e9a33485af6/ifsw</link><dc:creator>ifsw</dc:creator><dc:date>2026-04-20T16:09:36+02:00</dc:date><dc:subject>myown Welding Laser BayesianOptimization GaussianProcesses MachineLearning Ablation Optimization </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Andreas Michalowski&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Michalowski&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Alexander Ilin&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Ilin&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Alexander Kroschel&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/2&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Kroschel&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Stephanie Karg&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/3&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Karg&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Peter Stritt&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/4&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;P. Stritt&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Adina Dais&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/5&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Dais&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Sebastian Becker&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/6&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Becker&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Gerhard Kunz&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/7&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;G. Kunz&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Steffen Sonntag&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/8&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Sonntag&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Martin Lustfeld&#034; itemprop=&#034;url&#034; href=&#034;/person/14ea9784e293ac172887a2bd6105b0af2/author/9&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;M. Lustfeld&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt; und 5 andere Autor(en). &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;&lt;em&gt; Laser Applications in Microelectronic and Optoelectronic Manufacturing (LAMOM) XXVIII, &lt;/em&gt;&lt;em&gt;&lt;span itemprop=&#034;publisher&#034;&gt;SPIE&lt;/span&gt;, &lt;/em&gt;(&lt;em&gt;&lt;span&gt;2023&lt;meta content=&#034;2023&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/myown"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/Welding"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/Laser"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/BayesianOptimization"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/GaussianProcesses"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/MachineLearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/Ablation"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/Optimization"/></rdf:Bag></taxo:topics></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/2750ea0849720cc310e011944e73e1e9e/pegenlauf"><title>Capturing reduced-order quantum many-body dynamics out of equilibrium via neural ordinary differential equations</title><link>https://puma.ub.uni-stuttgart.de/bibtex/2750ea0849720cc310e011944e73e1e9e/pegenlauf</link><dc:creator>pegenlauf</dc:creator><dc:date>2026-02-17T15:29:11+01:00</dc:date><dc:subject>IRIS machinelearning manybodyml myown patrickegenlauf physics publist </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Patrick Egenlauf&#034; itemprop=&#034;url&#034; href=&#034;/person/1a3de3ec6199352061e7c12919d50f325/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;P. Egenlauf&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Iva Březinová&#034; itemprop=&#034;url&#034; href=&#034;/person/1a3de3ec6199352061e7c12919d50f325/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;I. Březinová&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Sabine Andergassen&#034; itemprop=&#034;url&#034; href=&#034;/person/1a3de3ec6199352061e7c12919d50f325/author/2&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Andergassen&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt; und &lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Miriam Klopotek&#034; itemprop=&#034;url&#034; href=&#034;/person/1a3de3ec6199352061e7c12919d50f325/author/3&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;M. Klopotek&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;. &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;(&lt;em&gt;&lt;span&gt;2025&lt;meta content=&#034;2025&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/IRIS"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/machinelearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/manybodyml"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/myown"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/patrickegenlauf"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/physics"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/publist"/></rdf:Bag></taxo:topics></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/2750ea0849720cc310e011944e73e1e9e/manybodyml"><title>Capturing reduced-order quantum many-body dynamics out of equilibrium via neural ordinary differential equations</title><link>https://puma.ub.uni-stuttgart.de/bibtex/2750ea0849720cc310e011944e73e1e9e/manybodyml</link><dc:creator>manybodyml</dc:creator><dc:date>2026-01-08T10:27:23+01:00</dc:date><dc:subject>myown patrickegenlauf publist manybodyml physics machinelearning </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Patrick Egenlauf&#034; itemprop=&#034;url&#034; href=&#034;/person/1a3de3ec6199352061e7c12919d50f325/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;P. Egenlauf&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Iva Březinová&#034; itemprop=&#034;url&#034; href=&#034;/person/1a3de3ec6199352061e7c12919d50f325/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;I. Březinová&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Sabine Andergassen&#034; itemprop=&#034;url&#034; href=&#034;/person/1a3de3ec6199352061e7c12919d50f325/author/2&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Andergassen&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt; und &lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Miriam Klopotek&#034; itemprop=&#034;url&#034; href=&#034;/person/1a3de3ec6199352061e7c12919d50f325/author/3&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;M. Klopotek&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;. &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;(&lt;em&gt;&lt;span&gt;2025&lt;meta content=&#034;2025&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/myown"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/patrickegenlauf"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/publist"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/manybodyml"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/physics"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/machinelearning"/></rdf:Bag></taxo:topics></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/224faa544768fb91a15cf1530f3093ec9/chmayer"><title>Enhancing Spaceflight Autonomy with Machine Learning: Fault Detection in Life Support Systems</title><link>https://puma.ub.uni-stuttgart.de/bibtex/224faa544768fb91a15cf1530f3093ec9/chmayer</link><dc:creator>chmayer</dc:creator><dc:date>2025-12-11T10:23:38+01:00</dc:date><dc:subject>MachineLearning V-HAB hsf irs myown </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Christian Mayer&#034; itemprop=&#034;url&#034; href=&#034;/person/19d86e90c43ed85a5eac665116705a2bb/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;C. Mayer&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Claas Olthoff&#034; itemprop=&#034;url&#034; href=&#034;/person/19d86e90c43ed85a5eac665116705a2bb/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;C. Olthoff&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt; und &lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Jonas Holl&#034; itemprop=&#034;url&#034; href=&#034;/person/19d86e90c43ed85a5eac665116705a2bb/author/2&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;J. Holl&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;. &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;(&lt;em&gt;&lt;span&gt;Oktober 2025&lt;meta content=&#034;Oktober 2025&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/MachineLearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/V-HAB"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/hsf"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/irs"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/myown"/></rdf:Bag></taxo:topics></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/2f5c50fb27ea0fa91936ae7c3d47cfbb2/ifsw"><title>Multimodal sensor fusion with SWIR imaging and audio for inline gas-tightness monitoring in laser-welded bipolar plates</title><link>https://puma.ub.uni-stuttgart.de/bibtex/2f5c50fb27ea0fa91936ae7c3d47cfbb2/ifsw</link><dc:creator>ifsw</dc:creator><dc:date>2025-12-10T11:18:04+01:00</dc:date><dc:subject>myown peer machinelearning laserwelding sensorfusion </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Manuel Klaiber&#034; itemprop=&#034;url&#034; href=&#034;/person/1989f18a6aeebd1e40bd4da9b9ca71c48/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;M. Klaiber&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Matthias Hartmann&#034; itemprop=&#034;url&#034; href=&#034;/person/1989f18a6aeebd1e40bd4da9b9ca71c48/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;M. Hartmann&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Jan-Patrick Hermani&#034; itemprop=&#034;url&#034; href=&#034;/person/1989f18a6aeebd1e40bd4da9b9ca71c48/author/2&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;J. Hermani&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Andreas Jahn&#034; itemprop=&#034;url&#034; href=&#034;/person/1989f18a6aeebd1e40bd4da9b9ca71c48/author/3&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Jahn&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt; und &lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Andreas Michalowski&#034; itemprop=&#034;url&#034; href=&#034;/person/1989f18a6aeebd1e40bd4da9b9ca71c48/author/4&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Michalowski&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;. &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;&lt;span itemtype=&#034;http://schema.org/PublicationIssue&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;isPartOf&#034;&gt;&lt;em&gt;&lt;span itemprop=&#034;journal&#034;&gt;Optics &amp;amp;amp; Laser Technology&lt;/span&gt;, &lt;/em&gt;  &lt;/span&gt;(&lt;em&gt;&lt;span&gt;Dezember 2025&lt;meta content=&#034;Dezember 2025&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/myown"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/peer"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/machinelearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/laserwelding"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/sensorfusion"/></rdf:Bag></taxo:topics></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/2f5c50fb27ea0fa91936ae7c3d47cfbb2/amichalowski"><title>Multimodal sensor fusion with SWIR imaging and audio for inline gas-tightness monitoring in laser-welded bipolar plates</title><link>https://puma.ub.uni-stuttgart.de/bibtex/2f5c50fb27ea0fa91936ae7c3d47cfbb2/amichalowski</link><dc:creator>amichalowski</dc:creator><dc:date>2025-12-10T11:14:41+01:00</dc:date><dc:subject>laserwelding machinelearning myown peer sensorfusion </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Manuel Klaiber&#034; itemprop=&#034;url&#034; href=&#034;/person/1989f18a6aeebd1e40bd4da9b9ca71c48/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;M. Klaiber&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Matthias Hartmann&#034; itemprop=&#034;url&#034; href=&#034;/person/1989f18a6aeebd1e40bd4da9b9ca71c48/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;M. Hartmann&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Jan-Patrick Hermani&#034; itemprop=&#034;url&#034; href=&#034;/person/1989f18a6aeebd1e40bd4da9b9ca71c48/author/2&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;J. Hermani&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Andreas Jahn&#034; itemprop=&#034;url&#034; href=&#034;/person/1989f18a6aeebd1e40bd4da9b9ca71c48/author/3&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Jahn&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt; und &lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Andreas Michalowski&#034; itemprop=&#034;url&#034; href=&#034;/person/1989f18a6aeebd1e40bd4da9b9ca71c48/author/4&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Michalowski&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;. &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;&lt;span itemtype=&#034;http://schema.org/PublicationIssue&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;isPartOf&#034;&gt;&lt;em&gt;&lt;span itemprop=&#034;journal&#034;&gt;Optics &amp;amp;amp; Laser Technology&lt;/span&gt;, &lt;/em&gt;  &lt;/span&gt;(&lt;em&gt;&lt;span&gt;Dezember 2025&lt;meta content=&#034;Dezember 2025&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/laserwelding"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/machinelearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/myown"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/peer"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/sensorfusion"/></rdf:Bag></taxo:topics></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/296935bf743ac53e191920b6564cd1787/pegenlauf"><title>Coarse-graining non-equilibrium systems with machine learning: from conceptual challenges to new approaches</title><link>https://puma.ub.uni-stuttgart.de/bibtex/296935bf743ac53e191920b6564cd1787/pegenlauf</link><dc:creator>pegenlauf</dc:creator><dc:date>2025-09-11T14:56:36+02:00</dc:date><dc:subject>machinelearning manybodyml myown patrickegenlauf physics posterlist </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Patrick Egenlauf&#034; itemprop=&#034;url&#034; href=&#034;/person/17b0abef4b699e1e997727e3af02e42fc/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;P. Egenlauf&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt; und &lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Miriam Klopotek&#034; itemprop=&#034;url&#034; href=&#034;/person/17b0abef4b699e1e997727e3af02e42fc/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;M. Klopotek&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;. &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;(&lt;em&gt;&lt;span&gt;März 2024&lt;meta content=&#034;März 2024&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/machinelearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/manybodyml"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/myown"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/patrickegenlauf"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/physics"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/posterlist"/></rdf:Bag></taxo:topics></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/27f2b2570a7693431332019cb77ac40b5/pegenlauf"><title>Coarse-graining non-equilibrium systems with machine learning</title><link>https://puma.ub.uni-stuttgart.de/bibtex/27f2b2570a7693431332019cb77ac40b5/pegenlauf</link><dc:creator>pegenlauf</dc:creator><dc:date>2025-09-10T16:04:33+02:00</dc:date><dc:subject>machinelearning manybodyml myown patrickegenlauf physics talklist </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Patrick Egenlauf&#034; itemprop=&#034;url&#034; href=&#034;/person/1bc435b31ccb55568eb061067ebccb111/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;P. Egenlauf&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt; und &lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Miriam Klopotek&#034; itemprop=&#034;url&#034; href=&#034;/person/1bc435b31ccb55568eb061067ebccb111/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;M. Klopotek&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;. &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;(&lt;em&gt;&lt;span&gt;März 2024&lt;meta content=&#034;März 2024&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/machinelearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/manybodyml"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/myown"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/patrickegenlauf"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/physics"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/talklist"/></rdf:Bag></taxo:topics></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/25b5598491fd5e9c77a4cd7ec154f8d53/isw-bibliothek"><title>A methodology for evaluating feature selection and clustering methods with project-specific requirements</title><link>https://puma.ub.uni-stuttgart.de/bibtex/25b5598491fd5e9c77a4cd7ec154f8d53/isw-bibliothek</link><dc:creator>isw-bibliothek</dc:creator><dc:date>2025-05-07T16:32:35+02:00</dc:date><dc:subject>MachineLearning isw </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;H. von Linde&#034; itemprop=&#034;url&#034; href=&#034;/person/12865168d49b2d3379d2ed380378521d5/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;H. von Linde&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt; und &lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;O. Riedel&#034; itemprop=&#034;url&#034; href=&#034;/person/12865168d49b2d3379d2ed380378521d5/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;O. Riedel&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;. &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;&lt;span itemtype=&#034;http://schema.org/PublicationIssue&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;isPartOf&#034;&gt;&lt;em&gt;&lt;span itemprop=&#034;journal&#034;&gt;International Journal of Production Research&lt;/span&gt;, &lt;/em&gt; &lt;em&gt;&lt;span itemtype=&#034;http://schema.org/PublicationVolume&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;isPartOf&#034;&gt;&lt;span itemprop=&#034;volumeNumber&#034;&gt;63 &lt;/span&gt;&lt;/span&gt;(&lt;span itemprop=&#034;issueNumber&#034;&gt;5&lt;/span&gt;):
				&lt;span itemprop=&#034;pagination&#034;&gt;1692–1706&lt;/span&gt;&lt;/em&gt; &lt;/span&gt;(&lt;em&gt;&lt;span&gt;August 2024&lt;meta content=&#034;August 2024&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/MachineLearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/isw"/></rdf:Bag></taxo:topics></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/281c34cc99047f704291efc46ac243f05/pegenlauf"><title>Gaussian-process-regression-based method for the localization of exceptional points in complex resonance spectra</title><link>https://puma.ub.uni-stuttgart.de/bibtex/281c34cc99047f704291efc46ac243f05/pegenlauf</link><dc:creator>pegenlauf</dc:creator><dc:date>2024-10-21T15:34:45+02:00</dc:date><dc:subject>MachineLearning PatrickEgenlauf QuantumMechanics myown patrickegenlauf physics publist </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Patrick Egenlauf&#034; itemprop=&#034;url&#034; href=&#034;/person/1bfaa0ca6928b69acfaaebff9f6a029f8/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;P. Egenlauf&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Patric Rommel&#034; itemprop=&#034;url&#034; href=&#034;/person/1bfaa0ca6928b69acfaaebff9f6a029f8/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;P. Rommel&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt; und &lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Jörg Main&#034; itemprop=&#034;url&#034; href=&#034;/person/1bfaa0ca6928b69acfaaebff9f6a029f8/author/2&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;J. Main&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;. &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;&lt;span itemtype=&#034;http://schema.org/PublicationIssue&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;isPartOf&#034;&gt;&lt;em&gt;&lt;span itemprop=&#034;journal&#034;&gt;Machine Learning: Science and Technology&lt;/span&gt;, &lt;/em&gt;  &lt;/span&gt;(&lt;em&gt;&lt;span&gt;01.03.2024&lt;meta content=&#034;01.03.2024&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/MachineLearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/PatrickEgenlauf"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/QuantumMechanics"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/myown"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/patrickegenlauf"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/physics"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/publist"/></rdf:Bag></taxo:topics></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/23438a370da9e4e009bed57f95af0e6b0/treeber"><title>A Data-Driven Approach for Cutting Force Prediction in FEM Machining Simulations Using Gradient Boosted Machines</title><link>https://puma.ub.uni-stuttgart.de/bibtex/23438a370da9e4e009bed57f95af0e6b0/treeber</link><dc:creator>treeber</dc:creator><dc:date>2024-05-23T11:30:52+02:00</dc:date><dc:subject>FEM MachineLearning machining manufacturing </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Tim Reeber&#034; itemprop=&#034;url&#034; href=&#034;/person/1d53e25122fa83416695f858c95379cc6/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;T. Reeber&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Jan Wolf&#034; itemprop=&#034;url&#034; href=&#034;/person/1d53e25122fa83416695f858c95379cc6/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;J. Wolf&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt; und &lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Hans Christian Möhring&#034; itemprop=&#034;url&#034; href=&#034;/person/1d53e25122fa83416695f858c95379cc6/author/2&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;H. Möhring&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;. &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;&lt;span itemtype=&#034;http://schema.org/PublicationIssue&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;isPartOf&#034;&gt;&lt;em&gt;&lt;span itemprop=&#034;journal&#034;&gt;J. Manuf. Mater. Process.&lt;/span&gt;, &lt;/em&gt;  &lt;/span&gt;(&lt;em&gt;&lt;span&gt;2024&lt;meta content=&#034;2024&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/FEM"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/MachineLearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/machining"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/manufacturing"/></rdf:Bag></taxo:topics></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/23438a370da9e4e009bed57f95af0e6b0/veroeff_ifw"><title>A Data-Driven Approach for Cutting Force Prediction in FEM Machining Simulations Using Gradient Boosted Machines</title><link>https://puma.ub.uni-stuttgart.de/bibtex/23438a370da9e4e009bed57f95af0e6b0/veroeff_ifw</link><dc:creator>veroeff_ifw</dc:creator><dc:date>2024-05-23T11:30:52+02:00</dc:date><dc:subject>machining manufacturing FEM MachineLearning </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Tim&amp;#034; &amp;#034;Reeber&#034; itemprop=&#034;url&#034; href=&#034;/person/1d53e25122fa83416695f858c95379cc6/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;T. &amp;#034;Reeber&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Jan&amp;#034; &amp;#034;Wolf&#034; itemprop=&#034;url&#034; href=&#034;/person/1d53e25122fa83416695f858c95379cc6/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;J. &amp;#034;Wolf&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt; und &lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Hans Christian&amp;#034; &amp;#034;Möhring&#034; itemprop=&#034;url&#034; href=&#034;/person/1d53e25122fa83416695f858c95379cc6/author/2&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;H. &amp;#034;Möhring&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;. &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;&lt;span itemtype=&#034;http://schema.org/PublicationIssue&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;isPartOf&#034;&gt;&lt;em&gt;&lt;span itemprop=&#034;journal&#034;&gt;J. Manuf. Mater. Process.&lt;/span&gt;, &lt;/em&gt;  &lt;/span&gt;(&lt;em&gt;&lt;span&gt;2024&lt;meta content=&#034;2024&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/machining"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/manufacturing"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/FEM"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/MachineLearning"/></rdf:Bag></taxo:topics></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/2dc8942b0dbbbecd3b675bdcaca4b845a/diglezakis"><title>Ontology Extension with NLP-based Concept Extraction for Domain Experts in Catalytic Sciences</title><link>https://puma.ub.uni-stuttgart.de/bibtex/2dc8942b0dbbbecd3b675bdcaca4b845a/diglezakis</link><dc:creator>diglezakis</dc:creator><dc:date>2023-01-18T08:53:14+01:00</dc:date><dc:subject>forschungsdaten machinelearning metadata ontologie </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Alexander S. Behr&#034; itemprop=&#034;url&#034; href=&#034;/person/19b525ae4847cfc45bcf89ec02039d0d4/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Behr&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Marc Völkenrath&#034; itemprop=&#034;url&#034; href=&#034;/person/19b525ae4847cfc45bcf89ec02039d0d4/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;M. Völkenrath&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt; und &lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Norbert Kockmann&#034; itemprop=&#034;url&#034; href=&#034;/person/19b525ae4847cfc45bcf89ec02039d0d4/author/2&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;N. Kockmann&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;. &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;&lt;span itemtype=&#034;http://schema.org/PublicationIssue&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;isPartOf&#034;&gt;  &lt;/span&gt;(&lt;em&gt;&lt;span&gt;Januar 2023&lt;meta content=&#034;Januar 2023&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;em&gt;Preprint!.&lt;/em&gt;&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/forschungsdaten"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/machinelearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/metadata"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/ontologie"/></rdf:Bag></taxo:topics><description>Ontology Extension with NLP-based Concept Extraction for Domain Experts in Catalytic Sciences | Research Square</description></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/22a396f5bb367f22145257cfb82419ccd/alexbaier"><title>A Simulated 4-DOF Ship Motion Dataset for System Identification under Environmental Disturbances</title><link>https://puma.ub.uni-stuttgart.de/bibtex/22a396f5bb367f22145257cfb82419ccd/alexbaier</link><dc:creator>alexbaier</dc:creator><dc:date>2022-10-10T09:56:21+02:00</dc:date><dc:subject>EXC2075 deeplearning exc2075 machinelearning myown pn4 simtech </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Alexandra Baier&#034; itemprop=&#034;url&#034; href=&#034;/person/118ba9683dbb5d493e66e8b43811a22df/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Baier&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt; und &lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Steffen Staab&#034; itemprop=&#034;url&#034; href=&#034;/person/118ba9683dbb5d493e66e8b43811a22df/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Staab&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;. &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;&lt;em&gt;Dataset, &lt;/em&gt;(&lt;em&gt;&lt;span&gt;2022&lt;meta content=&#034;2022&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;em&gt;Related to: Baier, A., Boukhers, Z., &amp;amp; Staab, S. (2021). Hybrid Physics and Deep Learning Model for Interpretable Vehicle State Prediction. arXiv: 2103.06727.&lt;/em&gt;&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/EXC2075"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/deeplearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/exc2075"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/machinelearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/myown"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/pn4"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/simtech"/></rdf:Bag></taxo:topics></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/22a396f5bb367f22145257cfb82419ccd/analyticcomp"><title>A Simulated 4-DOF Ship Motion Dataset for System Identification under Environmental Disturbances</title><link>https://puma.ub.uni-stuttgart.de/bibtex/22a396f5bb367f22145257cfb82419ccd/analyticcomp</link><dc:creator>analyticcomp</dc:creator><dc:date>2022-10-10T09:56:21+02:00</dc:date><dc:subject>myown simtech deeplearning pn4 from:alexbaier machinelearning EXC2075 exc2075 </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Alexandra Baier&#034; itemprop=&#034;url&#034; href=&#034;/person/118ba9683dbb5d493e66e8b43811a22df/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Baier&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt; und &lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Steffen Staab&#034; itemprop=&#034;url&#034; href=&#034;/person/118ba9683dbb5d493e66e8b43811a22df/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Staab&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;. &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;&lt;em&gt;Dataset, &lt;/em&gt;(&lt;em&gt;&lt;span&gt;2022&lt;meta content=&#034;2022&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;em&gt;Related to: Baier, A., Boukhers, Z., &amp;amp; Staab, S. (2021). Hybrid Physics and Deep Learning Model for Interpretable Vehicle State Prediction. arXiv: 2103.06727.&lt;/em&gt;&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/myown"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/simtech"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/deeplearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/pn4"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/from:alexbaier"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/machinelearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/EXC2075"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/exc2075"/></rdf:Bag></taxo:topics></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/2835f2d0402f1815db5a801d4bb6781a1/raphei"><title>Applying Machine Learning in Sociology: How to Predict Gender and Reveal Research Preferences</title><link>https://puma.ub.uni-stuttgart.de/bibtex/2835f2d0402f1815db5a801d4bb6781a1/raphei</link><dc:creator>raphei</dc:creator><dc:date>2022-05-19T16:58:09+02:00</dc:date><dc:subject>machinelearning s7 sociology sowi_VII </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Raphael H. Heiberger&#034; itemprop=&#034;url&#034; href=&#034;/person/1805ba438adcbb18012a3253f44199cfa/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;R. Heiberger&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;. &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;&lt;span itemtype=&#034;http://schema.org/PublicationIssue&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;isPartOf&#034;&gt;&lt;em&gt;&lt;span itemprop=&#034;journal&#034;&gt;KZfSS Kölner Zeitschrift für Soziologie und Sozialpsychologie&lt;/span&gt;, &lt;/em&gt;  &lt;/span&gt;(&lt;em&gt;&lt;span&gt;19.05.2022&lt;meta content=&#034;19.05.2022&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/machinelearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/s7"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/sociology"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/sowi_VII"/></rdf:Bag></taxo:topics></item><item rdf:about="https://puma.ub.uni-stuttgart.de/bibtex/24cb785e55420811695b8536b20a6cd38/alexbaier"><title>Hybrid Physics and Deep Learning Model for Interpretable Vehicle State Prediction</title><link>https://puma.ub.uni-stuttgart.de/bibtex/24cb785e55420811695b8536b20a6cd38/alexbaier</link><dc:creator>alexbaier</dc:creator><dc:date>2021-11-12T09:05:06+01:00</dc:date><dc:subject>EXC2075 deeplearning machinelearning myown pn4 prePrint simtech </dc:subject><content:encoded>&lt;span data-person-type=&#034;author&#034; class=&#034;authorEditorList &#034;&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Alexandra Baier&#034; itemprop=&#034;url&#034; href=&#034;/person/1a135e9dacfd0b251d72027ff6e0bc0c1/author/0&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;A. Baier&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt;&lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Zeyd Boukhers&#034; itemprop=&#034;url&#034; href=&#034;/person/1a135e9dacfd0b251d72027ff6e0bc0c1/author/1&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;Z. Boukhers&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;, &lt;/span&gt; und &lt;span&gt;&lt;span itemtype=&#034;http://schema.org/Person&#034; itemscope=&#034;itemscope&#034; itemprop=&#034;author&#034;&gt;&lt;a title=&#034;Steffen Staab&#034; itemprop=&#034;url&#034; href=&#034;/person/1a135e9dacfd0b251d72027ff6e0bc0c1/author/2&#034;&gt;&lt;span itemprop=&#034;name&#034;&gt;S. Staab&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;. &lt;/span&gt;&lt;span class=&#034;additional-entrytype-information&#034;&gt;(&lt;em&gt;&lt;span&gt;2021&lt;meta content=&#034;2021&#034; itemprop=&#034;datePublished&#034;/&gt;&lt;/span&gt;&lt;/em&gt;)&lt;em&gt;cite arxiv:2103.06727.&lt;/em&gt;&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/EXC2075"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/deeplearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/machinelearning"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/myown"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/pn4"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/prePrint"/><rdf:li rdf:resource="https://puma.ub.uni-stuttgart.de/tag/simtech"/></rdf:Bag></taxo:topics></item></rdf:RDF>