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Filtering by: Author Shiomi, Junichiro Resource type Article

Monte Carlo tree search for materials design and discovery

Description/Abstract:

Materials design and discovery can be represented as selecting the optimal structure from a space of candidates that optimizes a target p...

Keyword:

Materials design and discovery

Resource Type:

Article

Author:

Ju, Shenghong, Tsuda, Koji, Dieb, Thaer M., and Shiomi, Junichiro

Journal:

MRS Communications

Date Uploaded:

02/10/2020

Date Modified:

16/10/2020
MDTS: automatic complex materials design using Monte Carlo tree search

Description/Abstract:

Complex materials design is often represented as a black-box combinatorial optimization problem. In this paper, we present a novel python...

Keyword:

Monte Carlo tree search and materials design

Resource Type:

Article

Author:

Ju, Shenghong, Tsuda, Koji, Shiomi, Junichiro, Yoshizoe, Kazuki, Dieb, Thaer M., and Hou, Zhufeng

Journal:

Science and Technology of Advanced Materials

Date Uploaded:

02/10/2020

Date Modified:

16/10/2020