yifanc96 Goto Github PK
Name: Yifan Chen
Type: User
Company: NYU
Bio: Courant Instructor @NYU
Location: New York
Yifan Chen's Projects
18337
18.337 - Parallel Computing and Scientific Machine Learning
basic-codes-nns
some basic codes in NNs
consistency-eb-and-kf
code for the paper: Consistency of Empirical Bayes And Kernel Flow For Hierarchical Parameter Estimation
exponentialmsfem.jl
Exponentially convergent multiscale finite element methods
gaussianprocesspdes.jl
Demonstrations of Gaussian processes for computation, inference and uncertainty quantification with PDE measurements
hardware_introduction
What scientific programmers must know about CPUs and RAM to write fast code.
highdimpdes-gpsolver
work in progress
juliacologne21
Julia workshop for undergrad physicists
juliaoulu20
Julia Workshop @ University of Oulu, Finnland
learnvit
Code for my learning of Vision Transformer
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
nonlinpdes-gpsolver
code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes
pdes-gp-koleskysolver
Code for the paper: Sparse Cholesky Factorization for Solving Nonlinear PDEs via 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
time-dependent-pdes-gpsolver
work in progress
wasserstein-natural-gradient
code for the paper: Optimal Transport Natural Gradient for Statistical Manifolds with Continuous Sample Space
yifanc96.github.io
My personal website
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