uni-leipzig-open-access/json/d3cy00148b

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Technol."],"abstract":"<jats:p>To facilitate accelerated catalyst design, a combined computation and experimental workflow based on machine learning algorithms is proposed, which detects key performance-related descriptors in a CO<jats:sub>2<\/jats:sub> to methanol reaction, for In<jats:sub>2<\/jats:sub>O<jats:sub>3<\/jats:sub>-based catalysts.<\/jats:p>","DOI":"10.1039\/d3cy00148b","type":"journal-article","created":{"date-parts":[[2023,3,27]],"date-time":"2023-03-27T16:01:10Z","timestamp":1679932870000},"page":"2656-2661","update-policy":"http:\/\/dx.doi.org\/10.1039\/rsc_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A data-driven high-throughput workflow applied to promoted In-oxide catalysts for CO<sub>2<\/sub> hydrogenation to methanol"],"prefix":"10.1039","volume":"13","author":[{"ORCID":"http:\/\/orcid.org\/0000-0002-6723-1650","authenticated-orcid":false,"given":"Mohammad","family":"Khatamirad","sequence":"first","affiliation":[{"name":"BasCat \u2013 UniCat BASF JointLab, Technische Universit\u00e4t Berlin, Berlin, Germany"}]},{"given":"Edvin","family":"Fako","sequence":"additional","affiliation":[{"name":"BASF SE, Group Research, Ludwigshafen, Germany"}]},{"given":"Chiara","family":"Boscagli","sequence":"additional","affiliation":[{"name":"hte GmbH, Heidelberg, Germany"}]},{"given":"Matthias","family":"M\u00fcller","sequence":"additional","affiliation":[{"name":"hte GmbH, Heidelberg, Germany"}]},{"given":"Fabian","family":"Ebert","sequence":"additional","affiliation":[{"name":"BasCat \u2013 UniCat BASF JointLab, Technische Universit\u00e4t Berlin, Berlin, Germany"}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-9946-4619","authenticated-orcid":false,"given":"Raoul","family":"Naumann d'Alnoncourt","sequence":"additional","affiliation":[{"name":"BasCat \u2013 UniCat BASF JointLab, Technische Universit\u00e4t Berlin, Berlin, Germany"}]},{"given":"Ansgar","family":"Schaefer","sequence":"additional","affiliation":[{"name":"BASF SE, Group Research, Ludwigshafen, Germany"}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-1253-4566","authenticated-orcid":false,"given":"Stephan Andreas","family":"Schunk","sequence":"additional","affiliation":[{"name":"BASF SE, Group Research, Ludwigshafen, Germany"},{"name":"hte GmbH, Heidelberg, Germany"},{"name":"Institute of Chemical Technology, Universit\u00e4t Leipzig, Leipzig, Germany"}]},{"given":"Ivana","family":"Jevtovikj","sequence":"additional","affiliation":[{"name":"hte GmbH, Heidelberg, Germany"}]},{"given":"Frank","family":"Rosowski","sequence":"additional","affiliation":[{"name":"BasCat \u2013 UniCat BASF JointLab, Technische Universit\u00e4t Berlin, Berlin, Germany"},{"name":"BASF SE, Group Research, Ludwigshafen, Germany"}]},{"given":"Sandip","family":"De","sequence":"additional","affiliation":[{"name":"BASF SE, Group Research, Ludwigshafen, Germany"}]}],"member":"292","published-online":{"date-parts":[[2023]]},"reference":[{"key":"D3CY00148B\/cit1\/1","doi-asserted-by":"crossref","first-page":"1925","DOI":"10.1016\/j.joule.2018.08.016","volume":"2","author":"Shih","year":"2018","journal-title":"Joule"},{"key":"D3CY00148B\/cit2\/1","doi-asserted-by":"crossref","first-page":"101844","DOI":"10.1016\/j.jcou.2021.101844","volume":"55","author":"Meng","year":"2022","journal-title":"J. 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