most citedLinearized Learning Methods with Multiscale Deep Neural Networks for Stationary Navier-Stokes Equations with Oscillatory Solutions

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math.NA2021★ 1 cited

Linearized Learning Methods with Multiscale Deep Neural Networks for Stationary Navier-Stokes Equations with Oscillatory Solutions

Lizuo Liu, Bo Wang, Wei Cai

In this paper, we present linearized learning methods to accelerate the convergence of training for stationary nonlinear Navier-Stokes equations. To solve the stationary nonlinear…

math.NA2020

Fast Multipole Method for 3-D Linearized Poisson-Boltzmann Equation in Layered Media

Bo Wang, Wen Zhong Zhang, Wei Cai

In this paper, we propose a fast multipole method (FMM) for 3-D linearized Poisson-Boltzmann (PB) equation in layered media. The main framework of the algorithm is analogous to the…