Litcius/Paper detail

Application of machine learning in the study of CO2 methanation reaction at Ni-containing catalysts

Kirill Motaev, Ivailo Mikhailov, Мaxim S. Моlokeev, Nikita O. Azarapin, Maxim V. Grigoriev, I. Zhovanik, А. Н. Загоруйко, Andrey Elyshev

2025Chemical Engineering Science5 citationsDOI

Topics & Concepts

MethanationSelectivityCatalysisMethaneDecision treeYield (engineering)Feature selectionMachine learningFeature (linguistics)Materials scienceArtificial intelligenceCarbon dioxideComputer scienceChemistrySubstitute natural gasBiological systemSet (abstract data type)Process engineeringMonomerModel selectionThermodynamicsChemical engineeringAlgorithmCarbon fibersSelection (genetic algorithm)Tree (set theory)Catalysts for Methane ReformingCO2 Reduction Techniques and CatalystsCatalysis and Oxidation Reactions