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Explainable and trustworthy artificial intelligence for correctable modeling in chemical sciences

Data science has primarily focused on big data, but for many physics, chemistry, and engineering applications, data are often small, correlated and, thus, low dimensional, and sourced from both computations and experiments with various levels of noise. Typical statistics and machine learning methods...

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Bibliografiske detaljer
Udgivet i:Sci Adv
Main Authors: Feng, Jinchao, Lansford, Joshua L., Katsoulakis, Markos A., Vlachos, Dionisios G.
Format: Artigo
Sprog:Inglês
Udgivet: American Association for the Advancement of Science 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7556836/
https://ncbi.nlm.nih.gov/pubmed/33055163
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1126/sciadv.abc3204
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