A principal component analysis assisted machine learning modeling and validation of methanol formation over Cu-based catalysts in direct CO2 hydrogenation
Aakash Bhardwaj, Akshdeep Singh Ahluwalia, Kamal Kishore Pant, Sreedevi Upadhyayula
Topics & Concepts
Principal component analysisArtificial neural networkPrincipal component regressionTernary operationSupport vector machineMachine learningCross-validationComputer scienceMethanolArtificial intelligenceChemistryOrganic chemistryProgramming languageMachine Learning in Materials ScienceCatalysts for Methane ReformingCO2 Reduction Techniques and Catalysts