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Prediction of methane hydrate formation conditions in salt water using machine learning algorithms

Hongfei Xu, Zeren Jiao, Zhuoran Zhang, Mitchell Huffman, Qingsheng Wang

2021Computers & Chemical Engineering61 citationsDOI

Topics & Concepts

Flow assuranceGradient boostingMachine learningMethaneSupport vector machineClathrate hydrateHydrateBoosting (machine learning)AlgorithmArtificial intelligenceComputer scienceRandom forestChemistryOrganic chemistryMethane Hydrates and Related PhenomenaAtmospheric and Environmental Gas DynamicsHydrocarbon exploration and reservoir analysis
Prediction of methane hydrate formation conditions in salt water using machine learning algorithms | Litcius