Machine learning models for fast selection of amino acids as green thermodynamic inhibitors for natural gas hydrate
Guozhong Wu, Frédéric Coulon, Jing‐Chun Feng, Zhifeng Yang, Yuelu Jiang, Ruifeng Zhang
Topics & Concepts
Support vector machineHydrateAmino acidMean squared errorChemistryRandom forestCorrelation coefficientPipeline (software)Linear regressionClathrate hydrateAcid gasQuantitative structure–activity relationshipMolecular descriptorNatural gasBiological systemMachine learningComputer scienceMathematicsStatisticsOrganic chemistryStereochemistryBiochemistryInorganic chemistryProgramming languageBiologyMethane Hydrates and Related PhenomenaHydrocarbon exploration and reservoir analysisSpacecraft and Cryogenic Technologies