Publications

Towards universal neural network potential for material discovery applicable to arbitrary combination of 45 elements

Nature Communications, 2022

Chemoinformatics / Materials Science

By : So Takamoto, Chikashi Shinagawa, Daisuke Motoki, Kosuke Nakago, Wenwen Li, Iori Kurata, Taku Watanabe, Yoshihiro Yayama, Hiroki Iriguchi, Yusuke Asano, Tasuku Onodera, Takafumi Ishii, Takao Kudo, Hideki Ono, Ryohto Sawada, Ryuichiro Ishitani, Marc Ong, Taiki Yamaguchi, Toshiki Kataoka, Akihide Hayashi, Nontawat Charoenphakdee, Takeshi Ibuka

ChainerRL: A Deep Reinforcement Learning Library

JMLR 2021

Reinforcement Learning

By : Yasuhiro Fujita, Prabhat Nagarajan, Toshiki Kataoka, Takahiro Ishikawa

Spectral Normalization for Generative Adversarial Networks

ICLR 2018

Machine Learning / Deep Learning

By : Takeru Miyato, Toshiki Kataoka, Masanori Koyama, Yuichi Yoshida