Toward artificial intelligence in catalysis

Typically, catalysts are discovered through trial and error coupled with chemical intuition. Now, an automatic machine-learning framework has been developed that can guide itself to find intermetallic surfaces with desired catalytic properties.

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Veröffentlicht in:Nature catalysis 2018-09, Vol.1 (9), p.641-642
Hauptverfasser: Li, Zheng, Wang, Siwen, Xin, Hongliang
Format: Artikel
Sprache:eng
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Zusammenfassung:Typically, catalysts are discovered through trial and error coupled with chemical intuition. Now, an automatic machine-learning framework has been developed that can guide itself to find intermetallic surfaces with desired catalytic properties.
ISSN:2520-1158
2520-1158
DOI:10.1038/s41929-018-0150-1