A deep learning perspective on predicting permeability in porous media from network modeling to direct simulation
Moussa Tembely, Ali M. AlSumaiti, Waleed S. Alameri
Topics & Concepts
Artificial intelligenceMachine learningGradient boostingComputer scienceConvolutional neural networkPetrophysicsBoltzmann machineDeep learningArtificial neural networkLattice Boltzmann methodsAlgorithmHyperparameterMaterials sciencePorosityPhysicsQuantum mechanicsRandom forestComposite materialEnhanced Oil Recovery TechniquesLattice Boltzmann Simulation StudiesHydraulic Fracturing and Reservoir Analysis