Adaptive Bayesian optimization for epitaxial growth of Si thin films under various constraints

Author:

Osada KeiichiORCID,Kutsukake Kentaro,Yamamoto Jun,Yamashita Shigeo,Kodera Takashi,Nagai Yuta,Horikawa Tomoyuki,Matsui Kota,Takeuchi Ichiro,Ujihara Toru

Funder

Center for Advanced Intelligence Project, RIKEN

Publisher

Elsevier BV

Subject

Materials Chemistry,Mechanics of Materials,General Materials Science

Reference26 articles.

1. Crystal structure prediction accelerated by Bayesian optimization;Yamashita;Phys. Rev. Mater.,2018

2. Bayesian inference of atomistic structure in functional materials;Todorović;NPJ Comput. Mater.,2019

3. Acceleration of stable interface structure searching using a kriging approach;Kiyohara;J. Appl. Phys.,2016

4. Application of machine learning-based selective sampling to determine BaZrO3 grain boundary structure;Bondevik;Comput. Mater. Sci.,2019

5. Rapid prediction of molecule arrangements on metal surfaces via Bayesian optimization;Packwood;Appl. Phys. Express,2017

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