Litcius/Paper detail

Transformer-based deep learning models for predicting permeability of porous media

Yinquan Meng, Jianguo Jiang, Jichun Wu, Dong Wang

2023Advances in Water Resources40 citationsDOI

Topics & Concepts

Porous mediumComputer scienceConvolutional neural networkArtificial intelligenceTransformerDeep learningPermeability (electromagnetism)Machine learningArtificial neural networkTransfer of learningPorosityEngineeringGeotechnical engineeringElectrical engineeringBiologyMembraneGeneticsVoltageEnhanced Oil Recovery TechniquesGroundwater flow and contamination studiesHydrocarbon exploration and reservoir analysis