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Tomoki Yamashita
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CrySPY: a crystal structure prediction tool accelerated by machine learning
Description/Abstract:
We have developed an open-source software called CrySPY, which is a crystal structure prediction tool written in Python 3, ...
Keyword:
evolutionary algorithm
,
Bayesian optimization
,
LAQA
,
crystal structure prediction
, and
first-principles calculations
Resource Type:
Article
Author:
Tomoki Yamashita
,
Shinichi Kanehira
,
Nobuya Sato
,
Hiori Kino
,
Kei Terayama
,
Hikaru Sawahata
,
Takumi Sato
,
Futoshi Utsuno
,
Koji Tsuda
,
Takashi Miyake
, and
Tamio Oguchi
Date Uploaded:
10/02/2023
Date Modified:
02/04/2024
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Keyword
evolutionary algorithm
1
Bayesian optimization
1
LAQA
1
crystal structure prediction
1
first-principles calculations
1
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English
1
Publisher
National Institute for Materials Science
1
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Article
1
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open
1
Rights Statement Sim
Creative Commons BY Attribution 4.0 International
1
Author
Futoshi Utsuno
1
Hikaru Sawahata
1
Hiori Kino
1
Kei Terayama
1
Koji Tsuda
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