Simple descriptor derived from symbolic regression accelerating the discovery of new perovskite catalysts
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DOI: 10.1038/s41467-020-17263-9
Abstract: Symbolic regression (SR) is an approach of interpretable machine learning for building mathematical formulas that best fit certain datasets. In this work, SR is used to guide the design of new oxide perovskite catalysts with… read more here.
Keywords: symbolic regression; simple descriptor; perovskite catalysts; new oxide ... See more keywords
New N-oxide alkaloids from the stems of Sinomenium acutum.
Sign Up to like & getrecommendations! Published in 2022 at "Fitoterapia"
DOI: 10.2139/ssrn.4281979
Abstract: Six new alkaloids (1-6) and six known alkaloids (7-12) were obtained from the stems of Sinomenium acutum. Among them, compounds 1-3 and 6 were four N-oxide alkaloids. The structures and absolute configurations of these new… read more here.
Keywords: alkaloids stems; stems sinomenium; oxide alkaloids; new oxide ... See more keywords