Covariance Linkage Assimilation method for Unobserved Data Exploration

This study proposes a materials search method combining a data assimilation technique based on a multivariate Gaussian distribution with Bayesian optimization. The efficiency of the optimization using this method was demonstrated using a model function. By combining Bayesian optimization with data a...

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Hauptverfasser:	Harashima, Yosuke, Miyake, Takashi, Baba, Ryuto, Takayama, Tomoaki, Takasuka, Shogo, Shigeta, Yasuteru, Yamaguchi, Yuichi, Kudo, Akihiko, Fujii, Mikiya
Format:	Artikel
Sprache:	eng
Schlagworte:	Physics - Materials Science
Online-Zugang:	Volltext bestellen
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