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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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Dettagli Bibliografici
Pubblicato in:Nat Commun
Autori principali: Jablonka, Kevin Maik, Jothiappan, Giriprasad Melpatti, Wang, Shefang, Smit, Berend, Yoo, Brian
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group UK 2021
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Accesso online: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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