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research-code

2020-SIIMS-AcceleratingMCMCmethods

Here you can find MATLAB/PYTHON code to replicate some of the results found in the paper: "Accelerating Proximal Markov Chain Monte Carlo by Using an Explicit Stabilized Method", Marcelo Pereyra, Luis Vargas Mieles, and Konstantinos C. Zygalakis, Volume 13, Issue 2, pages 905-935, https://epubs.siam.org/doi/abs/10.1137/19M1283719

NF-ULA

accelerated-langevin-imla

Code for the paper "Accelerated Bayesian imaging by relaxed proximal-point Langevin sampling" (https://arxiv.org/abs/2308.09460).

CFDPython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

kissfft

a Fast Fourier Transform (FFT) library that tries to Keep it Simple, Stupid

2022-Summer-Course

This is a repository of the supplementary implementation for the 2022 summer course 'Mathematical Theory and Applications of Deep Learning', taught by Professor Haizhao Yang at Tianyuan Mathematical Center in Central China