Permeability prediction of low-resolution porous media images using autoencoder-based convolutional neural network
HouLin Zhang, Hao Yu, XinHeng Yuan, Hengyu Xu, Marembo Micheal, Jianing Zhang, Honglin Shu, Gaocheng Wang, HengAn Wu
Topics & Concepts
AutoencoderConvolutional neural networkArtificial intelligenceComputer sciencePattern recognition (psychology)Porous mediumMean squared errorDeep learningResolution (logic)Artificial neural networkLow resolutionPermeability (electromagnetism)Test dataMachine learningHigh resolutionPorosityMathematicsMaterials scienceRemote sensingStatisticsChemistryProgramming languageGeologyComposite materialMembraneBiochemistryLattice Boltzmann Simulation StudiesEnhanced Oil Recovery TechniquesNMR spectroscopy and applications