The 80th JSAP Autumn Meeting 2019

Presentation information

Symposium (Oral)

Symposium (technical) » New material science and its practical application created by informatics

[18p-B01-1~9] New material science and its practical application created by informatics

Wed. Sep 18, 2019 1:45 PM - 6:05 PM B01 (B01)

Kentaro Kutsukake(RIKEN), Yukinori Koyama(NIMS)

4:00 PM - 4:30 PM

[18p-B01-5] Machine Learning and Optimal Design of Experiments for Heterogeneous Catalysis

Ichigaku Takigawa1,2 (1.RIKEN AIP, 2.WPI-ICReDD, Hokkaido Univ.)

Keywords:heterogeneous catalysis, machine learning

In this presentation, we summarize and discuss how machine learning can be used for accelerating heterogeneous catalysis research from examples in our recent research projects.