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math.NA2019
Constraint Energy Minimizing Generalized Multiscale Discontinuous Galerkin Method
Siu Wun Cheung, Eric T. Chung, Wing Tat Leung
Numerical simulation of flow problems and wave propagation in heterogeneous media has important applications in many engineering areas. However, numerical solutions on the fine gri…
math.NA2019★ 6 cited
Reduced-order Deep Learning for Flow Dynamics
Min Wang, Siu Wun Cheung, Wing Tat Leung +3
In this paper, we investigate neural networks applied to multiscale simulations and discuss a design of a novel deep neural network model reduction approach for multiscale problems…