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Yifei Guan's Projects

geppy icon geppy

A framework for gene expression programming (an evolutionary algorithm) in Python

graph_nets icon graph_nets

PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

gyf135.github.io icon gyf135.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

hfm icon hfm

Hidden Fluid Mechanics

hita icon hita

Matlab code for the spectral analysis of homogenous isotropic turbulence

latnet icon latnet

Neural Network Based Lattice Boltzmann solver

lbm icon lbm

LBM Codes for Pseudopotential Models for multicomponent multiphase flows

nn-svg icon nn-svg

Publication-ready NN-architecture schematics.

poisson_lbm icon poisson_lbm

A small collection of 1D Poisson solvers based on the lattice Boltzmann method

pyqg icon pyqg

Quasigeostrophic model in python

qg-matlab icon qg-matlab

Double periodic boundaries with double Fourier spectral method

rbsolve icon rbsolve

Pseudospectral Rayleigh-Bénard Solver

rvm-find icon rvm-find

Relevance Vector Machines (RVMs) for Bayesian data-driven discovery of PDEs.

sailfish icon sailfish

Lattice Boltzmann (LBM) simulation package for GPUs (CUDA, OpenCL)

sc icon sc

A MATLAB toolbox to turn gridded data into pretty images

spectraldns icon spectraldns

Spectral Navier Stokes (and similar) solvers in Python

stolzen icon stolzen

Automatically exported from code.google.com/p/stolzen

tensorflowfoam icon tensorflowfoam

Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development

tf2-groupy icon tf2-groupy

Tensorflow 2 port of Group Equivariant Convolutional Neural Networks

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