Yifan Chen's repositories
NonLinPDEs-GPsolver
code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes
GaussianProcessPDEs
Demonstrations of Gaussian processes for computation, inference and uncertainty quantification with PDE measurements
PDEs-GP-KoleskySolver
Code for the paper: Sparse Cholesky Factorization for Solving Nonlinear PDEs via Gaussian Processes
Time-Dependent-PDEs-GPsolver
work in progress
ExponentialMsFEM.jl
Exponentially convergent multiscale finite element methods
Wasserstein-Natural-Gradient
code for the paper: Optimal Transport Natural Gradient for Statistical Manifolds with Continuous Sample Space
Consistency-EB-and-KF
code for the paper: Consistency of Empirical Bayes And Kernel Flow For Hierarchical Parameter Estimation
HighDimPDEs-GPsolver
work in progress
18337
18.337 - Parallel Computing and Scientific Machine Learning
hardware_introduction
What scientific programmers must know about CPUs and RAM to write fast code.
JuliaCologne21
Julia workshop for undergrad physicists
basic-codes-NNs
some basic codes in NNs
JuliaOulu20
Julia Workshop @ University of Oulu, Finnland
Multiscale-via-Subsampling
code for the paper: Multiscale Elliptic PDEs Upscaling and Function Approximation via Subsampled Data
NonlinearPDE-GP
Julia code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
yifanc96.github.io
My personal website