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An auto-configurable and interpretable ensemble learning framework for optimal catalyst design of green methanol production via Bayesian optimization

Dongwen Rong, Zhao Wang, Qiwen Guo, Runjie Bao, Qingchun Yang

2025Journal of Cleaner Production11 citationsDOI

Topics & Concepts

Bayesian optimizationProduction (economics)MethanolBayesian probabilityEnsemble learningArtificial intelligenceCatalysisComputer scienceMachine learningProcess engineeringBiochemical engineeringEngineeringChemistryEconomicsOrganic chemistryMicroeconomicsCatalysts for Methane ReformingCatalytic Processes in Materials ScienceCatalysis and Hydrodesulfurization Studies
An auto-configurable and interpretable ensemble learning framework for optimal catalyst design of green methanol production via Bayesian optimization | Litcius