Surrogate permeability modelling of low-permeable rocks using convolutional neural networks
Jianwei Tian, Chongchong Qi, Yingfeng Sun, Zaher Mundher Yaseen
Topics & Concepts
Permeability (electromagnetism)Convolutional neural networkParametric statisticsMean squared errorLattice Boltzmann methodsPorous mediumComputer scienceAlgorithmPorosityArtificial neural networkArtificial intelligenceBiological systemMaterials scienceMathematicsChemistryStatisticsMechanicsPhysicsComposite materialMembraneBiologyBiochemistryLattice Boltzmann Simulation StudiesEnhanced Oil Recovery TechniquesHydrocarbon exploration and reservoir analysis