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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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Podrobná bibliografie
Vydáno v:Sci Rep
Hlavní autoři: Zhang, Yichi, Apley, Daniel W., Chen, Wei
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group UK 2020
Témata:
On-line přístup: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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