Xin-yang-Liu
PhD student; Physics-informed deep learning; Differentiable programming; Reinforcement Learning for dynamic control
University of Notre Dame @jx-wang-s-group
Xin-yang-Liu's Stars
zsyOAOA/ResShift
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting (NeurIPS@2023 Spotlight, TPAMI@2024)
imhuay/Algorithm_Interview_Notes-Chinese-backups
nxpeng9235/MachineLearningFAQ
Machine Learning FAQ
google-research/swirl-lm
Fracturist/Synthetic-Turbulence-Generator
An efficient and low-divergence method for generating inhomogeneous and anisotropic turbulence with arbitrary spectra
patrick-kidger/lineax
Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax
brandstetter-johannes/MP-Neural-PDE-Solvers
Repo to the paper "Message Passing Neural PDE Solvers"
NHERI-SimCenter/TurbulenceInflowTool
Adds input definition for turbulent inflow model to OpenFOAM files
facebookresearch/mbrl-lib
Library for Model Based RL
acids-ircam/diffusion_models
A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch
lucidrains/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
lucidrains/x-transformers
A concise but complete full-attention transformer with a set of promising experimental features from various papers
astanziola/fourier-neural-operator-flax
An unofficial implementation of the Fourier Neural Operator in Flax
pdebench/PDEBench
PDEBench: An Extensive Benchmark for Scientific Machine Learning
tumaer/JAXFLUIDS
Differentiable Fluid Dynamics Package
python-hydro/hydro_examples
Simple one-dimensional examples of various hydrodynamics techniques
alanmatzumiya/pySpectralPDE
PySpectral is a Python package for solving the partial differential equation (PDE) of Burgers' equation in its deterministic and stochastic version.
xavierdechamps/Burgers_1D
Solve the 1D forced Burgers equation with high order finite elements and finite difference schemes.
alsvinn/alsvinn
The fast Finite Volume simulator with UQ support.
barbagroup/CFDPython
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
YangLing0818/Diffusion-Models-Papers-Survey-Taxonomy
Diffusion model papers, survey, and taxonomy
mli/transformers-benchmarks
real Transformer TeraFLOPS on various GPUs
3b1b/manim
Animation engine for explanatory math videos
locuslab/deq
[NeurIPS'19] Deep Equilibrium Models
libfuse/sshfs
A network filesystem client to connect to SSH servers
facebookresearch/fvcore
Collection of common code that's shared among different research projects in FAIR computer vision team.
google-deepmind/acme
A library of reinforcement learning components and agents
DanielBok/private-conda-repo
Hosting conda packages in a private environment
NVIDIA/PyProf
A GPU performance profiling tool for PyTorch models
chrischoy/pytorch-custom-cuda-tutorial
Tutorial for building a custom CUDA function for Pytorch