Deep learning of dynamic subsurface flow via theory-guided generative adversarial network
Tianhao He, Dongxiao Zhang
Topics & Concepts
Computer scienceArtificial intelligenceGenerator (circuit theory)Deep learningGenerative grammarPartial differential equationCollocation (remote sensing)Image (mathematics)Function (biology)Generative adversarial networkAdversarial systemMachine learningAlgorithmMathematical optimizationMathematicsPower (physics)Evolutionary biologyQuantum mechanicsPhysicsBiologyMathematical analysisModel Reduction and Neural NetworksGenerative Adversarial Networks and Image SynthesisLattice Boltzmann Simulation Studies