Statistical Analysis and Identification of Heterogeneous Catalysts Using Extrapolative Machine Learning Model Based on Published Data

Takashi Toyao

Presentation information

Oral Session

F. Zero Emission Technologies » [F-5] Design of Heterogeneous Catalysis

[F5-O2] Slot 02

Mon. Dec 13, 2021 1:30 PM - 5:00 PM Room L (G311)

Chair: Katsutoshi Sato (Kyoto University), Hiroyuki Asakura (Kyoto University), Kenichi Shimizu (Institute for Catalysis, Hokkaido University)

1:30 PM - 1:55 PM

[F5-O2-01 (Symposium Invited)] Statistical Analysis and Identification of Heterogeneous Catalysts Using Extrapolative Machine Learning Model Based on Published Data

*Takashi Toyao^1,2, Shinya Mine¹, Zen Maeno¹, Satoru Takakusagi¹, Ichigaku Takigawa^1,3, Ken-ichi Shimizu^1,2 (1. Hokkaido Univ. (Japan), 2. Kyoto Univ. (Japan), 3. RIKEN (Japan))

Keywords:Machine learning, Oxidative coupling of methane (OCM), Water Gas Shift (WGS)

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