Design of low temperature La 2 O 3 oxidative coupling of methane catalysts using feature engineering and automated sampling
Fernando Garcia-Escobar, Lauren Takahashi, Ali Shaaban, Shun Nishimura, KEISUKE G. TAKAHASHI · Catalysis Science & Technology · 2024
Machine learning with feature engineering is employed to design heterogeneous catalysts for the oxidative coupling of methane, resulting in the identification of four active catalysts whose catalytic activities are experimentally validated.