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Bayesian optimization for goal-oriented multi-objective inverse material design

Bayesian optimization (BO) can accelerate material design requiring time-consuming experiments. However, although most material designs require tuning of multiple properties, the efficiency of multi-objective (MO) BO in time-consuming experimental material design remains unclear, due to the complexi...

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Detalles Bibliográficos
Autor principal: Hanaoka, Kyohei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8273421/
https://www.ncbi.nlm.nih.gov/pubmed/34286234
http://dx.doi.org/10.1016/j.isci.2021.102781