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Bayesian Optimization for Materials Design with Mixed Quantitative and Qualitative Variables

Although Bayesian Optimization (BO) has been employed for accelerating materials design in computational materials engineering, existing works are restricted to problems with quantitative variables. However, real designs of materials systems involve both qualitative and quantitative design variables...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Zhang, Yichi, Apley, Daniel W., Chen, Wei
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7080833/
https://ncbi.nlm.nih.gov/pubmed/32188873
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-60652-9
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