The 103rd CSJ Annual Meeting

Presentation information

Academic Program [Oral B]

18. Polymer » Oral B

[K301-1pm] 18. Polymer

Wed. Mar 22, 2023 1:20 PM - 3:40 PM K301 (K301, Lecture Hall Bldg. [3F])

Chair: Hiroharu Ajiro, Takeshi Yamamoto

1:20 PM - 1:40 PM

[K301-1pm-01] Extrapolation performance Improvement by quantum chemical calculations for machine learning-based predictions of flow-synthesized binary copolymers.

Shogo Takasuka1, Shunto Oikawa1, Takayoshi Yoshimura2, Sho Ito1, Yosuke Harashima1, Tomoaki Takayama1, Shigehito Asano3, Akira Kurosawa3, Tetsunori Sugawara3, Miho Hatanaka2, Tomoyuki Miyao1, Takamitsu Matsubara1, Yuya Ohnishi3, Hiroharu Ajiro1, Mikiya Fujii1 (1. Nara Institute of Science and Technology, 2. Keio University, 3. JSR Corporation)

[Lang.] Japanese

Keywords:Machine Learning, Materials Informatics, Polymer Science, Flow Synthesis, Quantum Chemical