April 10 - 14, 2023
San Francisco, California
2023 MRS Spring Meeting & Exhibit
MD02.08.09
Data-Driven Modeling and Adaptive Optimization of Floating Zone Crystal Growth Process Applying Gaussian Mixture Model and Reinforcement Learning
When and Where
Apr 14, 2023
10:45am - 11:00am
10:45am - 11:00am
Marriott Marquis, Second Level, Foothill G1/G2
Presenter(s)
Co-Author(s)
Shunta Harada1,Yusuke Tosa2,Ryo Omae2,Ryohei Matsumoto2,Shogo Sumitani2
Nagoya Univ1,Anamorphosis Networks2
Keywords
autonomous research | zone melting
Symposium Organizers
Soumendu Bagchi, Los Alamos National Laboratory
Huck Beng Chew, The University of Illinois at Urbana-Champaign
Haoran Wang, Utah State University
Jiaxin Zhang, Oak Ridge National Laboratory
Symposium Support
Bronze
Patterns and Matter, Cell Press
Patterns and Matter, Cell Press
Session Chairs
Soumendu Bagchi
Nathan Szymanski
Haoran Wang