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Filtering by: Author Shiomi, Junichiro Type of work Publication Resource type Article

1. 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

2. 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