Analyzing of metal organic frameworks performance in CH4 adsorption using machine learning techniques: A GBRT model based on small training dataset
Xin Wei, Ding Peng, Lin Shen, Yuejie Ai, Zhanhui Lu
Topics & Concepts
AdsorptionMetal-organic frameworkMethaneAb initioCore (optical fiber)MoleculeMolecular descriptorChemistryComputer scienceMaterials scienceQuantitative structure–activity relationshipMachine learningPhysical chemistryOrganic chemistryTelecommunicationsMetal-Organic Frameworks: Synthesis and ApplicationsMachine Learning in Materials ScienceX-ray Diffraction in Crystallography