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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
Autores principales: Jablonka, Kevin Maik, Jothiappan, Giriprasad Melpatti, Wang, Shefang, Smit, Berend, Yoo, Brian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8055971/
https://www.ncbi.nlm.nih.gov/pubmed/33875649
http://dx.doi.org/10.1038/s41467-021-22437-0