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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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Detalles Bibliográficos
Publicado en:Nat Commun
Autores principales: Jablonka, Kevin Maik, Jothiappan, Giriprasad Melpatti, Wang, Shefang, Smit, Berend, Yoo, Brian
Formato: Artigo
Lenguaje:Inglês
Publicado: Nature Publishing Group UK 2021
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Acceso en línea: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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