Extracting Knowledge from Data through Catalysis Informatics
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DOI: 10.1021/acscatal.8b01708
Abstract: Catalysis informatics is a distinct subfield that lies at the intersection of cheminformatics and materials informatics but with distinctive challenges arising from the dynamic, surface-sensitive, and multiscale nature of heterogeneous catalysis. The ideas behind catalysis… read more here.
Keywords: knowledge data; extracting knowledge; catalysis informatics; catalysis ... 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