Predicting Materials Properties with Little Data Using Shotgun Transfer Learning

• Hironao Yamada,
• Chang Liu,
• Stephen Wu,
• Yukinori Koyama,
• Shenghong Ju,
• Junichiro Shiomi,
• Junko Morikawa,
• Ryo Yoshida

Affiliations

Hironao Yamada

The Institute of Statistical Mathematics, Research Organization of Information and Systems, Tachikawa, Tokyo, Japan

Chang Liu

The Institute of Statistical Mathematics, Research Organization of Information and Systems, Tachikawa, Tokyo, Japan

Stephen Wu

The Institute of Statistical Mathematics, Research Organization of Information and Systems, Tachikawa, Tokyo, Japan

Yukinori Koyama

National Institute for Materials Science, Tsukuba, Ibaraki, Japan

Shenghong Ju

The University of Tokyo, Bunkyo-ku, Tokyo, Japan

Junichiro Shiomi

National Institute for Materials Science, Tsukuba, Ibaraki, Japan

Junko Morikawa

National Institute for Materials Science, Tsukuba, Ibaraki, Japan

Ryo Yoshida

The Institute of Statistical Mathematics, Research Organization of Information and Systems, Tachikawa, Tokyo, Japan