A Primer about Machine Learning in Catalysis – A Tutorial with Code
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DOI: 10.1002/cctc.202000234
Abstract: Based on a well‐edited dataset from literature by Schmack et al.[1] this manuscript provides a tutorial‐like introduction to Machine Learning (ML) and Data Science (DS) based on the actual programming code in the Python programming language.… read more here.
Keywords: machine; catalysis tutorial; machine learning; code ... See more keywords
Machine Learning for Catalysis Informatics: Recent Applications and Prospects
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DOI: 10.1021/acscatal.9b04186
Abstract: The discovery and development of catalysts and catalytic processes are essential components to maintaining an ecological balance in the future. Recent revolutions made in data science could have a ... read more here.
Keywords: machine learning; recent applications; learning catalysis; catalysis informatics ... See more keywords