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physics.comp-ph2019
Model-Free Cluster Analysis of Physical Property Data using Information Maximizing Self-Argument Training
Ryohto Sawada, Yuma Iwasaki, Masahiko Ishida
We present the semi-supervised IMSAT, a versatile classification method that works without labeled data and can be tuned by little additional information. We demonstrate how semi-s…
physics.comp-ph2018
Boosting Material Modeling Using Game Tree Search
Ryohto Sawada, Yuma Iwasaki, Masahiko Ishida
We demonstrate a heuristic optimization algorithm based on the game tree search for multi-component materials design. The algorithm searches for the largest spin polarization of se…