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Weak form theory-guided neural network (TgNN-wf) for deep learning of subsurface single- and two-phase flow

Rui Xu, Dongxiao Zhang, Rong Miao, Nanzhe Wang

2021Journal of Computational Physics64 citationsDOIOpen Access PDF

Topics & Concepts

Classification of discontinuitiesApplied mathematicsMathematicsArtificial neural networkAlgorithmMathematical optimizationComputer scienceMathematical analysisArtificial intelligenceModel Reduction and Neural NetworksLattice Boltzmann Simulation StudiesFluid Dynamics and Vibration Analysis
Weak form theory-guided neural network (TgNN-wf) for deep learning of subsurface single- and two-phase flow | Litcius