A design methodology of crystal growth furnace and process aided by two-step optimization using machine learning models and genetic algorithm

Journal article

Creator

Hiroyuki Tanaka (author) (Search by this author)

a Graduate School of Engineering, Nagoya University

Hiroyuki Tanaka ;

Kentaro Kutsukake (author) (Search by this author)

Kentaro Kutsukake ;

Kota Asakura (author) (Search by this author)

Kota Asakura ;

Takuto Kojima (author) (Search by this author)

Takuto Kojima ;

Xin Liu (author) (Search by this author)

Xin Liu ;

Noritaka Usami (author) (Search by this author)

Noritaka Usami

Keyword

Optimization, machine learning, genetic algorithm, crystal growth, process informatics

Date published

2025-12-31

Updated at

2026-02-27 12:30:07 +0900