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Masato Kotsugi
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autonomous materials search
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Efficient autonomous material search method combining ab initio calculations, autoencoder, and multi-objective Bayesian optimization
Description/Abstract:
Autonomous material search systems that combine ab initio calculations and Bayesian optimization are very promising for exploring huge ma...
Keyword:
Machine learning
,
ab-initio
, and
autonomous materials search
Resource Type:
Article
Author:
Yuma Iwasaki
,
Hwang Jaekyun
,
Yuya Sakuraba
,
Masato Kotsugi
, and
Yasuhiko Igarashi
Date Uploaded:
07/02/2023
Date Modified:
21/03/2024
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1
Keyword
Machine learning
1
ab-initio
1
autonomous materials search
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Language
English
1
Publisher
National Institute for Materials Science
1
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Article
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open
1
Rights Statement Sim
CC-BY-4.0
1
Author
Hwang Jaekyun
1
Masato Kotsugi
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1
Yasuhiko Igarashi
1
Yuma Iwasaki
1
Yuya Sakuraba
1