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Tingwei Meng (TingweiMeng)

TingweiMeng

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Company:UCLA

Home Page:https://sites.google.com/brown.edu/tingweimeng/home

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Tingwei Meng's repositories

HJ_nonadditive_denoise

Matlab codes for denoising images with Poisson noise or multiplicative noise.

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NN_LO

This is the code for the paper "On some neural network architectures that can represent viscosity solutions of certain high dimensional Hamilton–Jacobi partial differential equations" by J.Darbon and T.Meng (https://doi.org/10.1016/j.jcp.2020.109907)

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NN_HJ_minplus

Codes for solving certain optimal control problems and Hamilton-Jacobi PDEs using neural networks.

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HJ_solver_PDHG

An optimization method for solving Hamilton-Jacobi PDEs

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PDHG-optimal-control

An algorithm based on PDHG method for solving optimal control problems (stochastic optimal control, resp) and the corresponding Hamilton-Jacobi PDEs (viscous Hamilton-Jacobi PDEs, resp).

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