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Bias free multiobjective active learning for materials design and discovery

The design rules for materials are clear for applications with a single objective. For most applications, however, there are often multiple, sometimes competing objectives where there is no single best material and the design rules change to finding the set of Pareto optimal materials. In this work,...

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Detalhes bibliográficos
Publicado no:Nat Commun
Main Authors: Jablonka, Kevin Maik, Jothiappan, Giriprasad Melpatti, Wang, Shefang, Smit, Berend, Yoo, Brian
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8055971/
https://ncbi.nlm.nih.gov/pubmed/33875649
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-021-22437-0
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