Physics-informed neural network simulation of two-phase flow in heterogeneous and fractured porous media
Xia Yan, Jingqi Lin, Sheng Wang, Zhao Zhang, Piyang Liu, Shuyu Sun, Jun Yao, Kai Zhang, Kai Zhang
Topics & Concepts
Artificial neural networkComputer sciencePorous mediumFunction (biology)Artificial intelligenceAutomatic differentiationTheoretical computer scienceMachine learningAlgorithmComputationPorosityEngineeringGeotechnical engineeringBiologyEvolutionary biologyModel Reduction and Neural NetworksDam Engineering and SafetySeismic Imaging and Inversion Techniques