Articles with "descriptors data" as a keyword



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Machine Learning Descriptors for Data-Driven Catalysis Study.

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Published in 2023 at "Advanced science"

DOI: 10.1002/advs.202301020

Abstract: Traditional trial-and-error experiments and theoretical simulations have difficulty optimizing catalytic processes and developing new, better-performing catalysts. Machine learning (ML) provides a promising approach for accelerating catalysis research due to its powerful learning and predictive abilities.… read more here.

Keywords: catalysis; learning descriptors; machine learning; data driven ... See more keywords