most citedSolving Boltzmann equation with neural sparse representation

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math.NA2023

Analysis of the Decoder Width for Parametric Partial Differential Equations

Zhanhong Ye, Hongsheng Liu, Zidong Wang +1

Recently, Meta-Auto-Decoder (MAD) was proposed as a novel reduced order model (ROM) for solving parametric partial differential equations (PDEs), and the best possible performance…

math.NA2023★ 2 cited

Solving Boltzmann equation with neural sparse representation

Zhengyi Li, Yanli Wang, Hongsheng Liu +2

We consider the neural sparse representation to solve Boltzmann equation with BGK and quadratic collision model, where a network-based ansatz that can approximate the distribution…