Direct design of active catalysts for low temperature oxidative coupling of methane <i>via</i> machine learning and data mining
Junya Ohyama, Takaaki Kinoshita, Eri Funada, Hiroshi Yoshida, Masato Machida, Shun Nishimura, Takeaki Uno, Jun Fujima, Itsuki Miyazato, Lauren Takahashi, Keisuke Takahashi
Abstract
Direct design of low temperature oxidative coupling of methane catalysts is proposed <italic>via</italic> machine learning and data mining.
Topics & Concepts
Oxidative coupling of methaneCatalysisMethaneCoupling (piping)ChemistryOxidative phosphorylationEngineeringOrganic chemistryMechanical engineeringBiochemistryCatalysis and Oxidation ReactionsCatalytic Processes in Materials ScienceMachine Learning in Materials Science