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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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Detalhes bibliográficos
Publicado no:Sci Adv
Main Authors: Feng, Jinchao, Lansford, Joshua L., Katsoulakis, Markos A., Vlachos, Dionisios G.
Formato: Artigo
Idioma:Inglês
Publicado em: American Association for the Advancement of Science 2020
Assuntos:
Acesso em linha: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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