Subsurface Fluid Flow, Multiscale Modeling, High-Contrast Media, Mixed Generalized Multiscale Finite Element Method, Data-driven Preconditioner, Deep Learning
Subsurface Fluid Flow, Porous Media, Multiscale, Partial Differential Equations (Darcy-type), Deep Learning
Multiscale Modeling, Subsurface Fluid Flow Simulation, Mixed Generalized Multiscale Finite Element Method, PDE Solver, Physics-informed Neural Operator, Two-stage Method
Subsurface Fluid Flow, Mixed Generalized Multiscale Element Method, Data-Driven Preconditioner, Fourier Neural Operator, Multi-scale Modeling
Multiscale, Darcy Equation, Two-Grid Preconditioner, Neural Network, Attention, High-contrast Media
Transient Darcy Flow, Evolutional Deep Neural Network, Physics-informed Neural Network, Heterogeneous Porous Media, Time-marching Scheme