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Prediction of coalbed methane content based on composite logging parameters and PCA-BP neural network

Hao Zhang, Xulong Cai, Peng Ni, Bowen Qin, Yuquan Ni, Zhiqiang Huang, Fubin Xin

2025Journal of Applied Geophysics15 citationsDOI

Topics & Concepts

Coalbed methaneArtificial neural networkLoggingComposite numberPetroleum engineeringGeologyWell loggingMethaneEnvironmental scienceSoil scienceMaterials scienceArtificial intelligenceEngineeringComputer scienceCoalWaste managementChemistryComposite materialCoal miningForestryGeographyOrganic chemistryCoal Properties and UtilizationGeoscience and Mining TechnologyHydrocarbon exploration and reservoir analysis
Prediction of coalbed methane content based on composite logging parameters and PCA-BP neural network | Litcius