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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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Publicat a:Sci Adv
Autors principals: Feng, Jinchao, Lansford, Joshua L., Katsoulakis, Markos A., Vlachos, Dionisios G.
Format: Artigo
Idioma:Inglês
Publicat: American Association for the Advancement of Science 2020
Matèries:
Accés en línia: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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