Jie Xu's repositories
BEMFMM
An extreme scale solver for Boundary Integral Equation (BIE) accelerated by Fast Multipole Method (FMM) for wave scattering
BoSSS
BoSSS is a flexible framework for the development, evaluation & application of numerical discretization schemes based on the Discontinuous Galerkin method
CoDiPack
Fast gradient evaluation in C++ based on Expression Templates.
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
dolfinx
Next generation FEniCS problem solving environment
gfem2d-matlab
A finite-element-like method for 2D plasmonics, especially graphene, implemented in Matlab
ginkgo
Numerical linear algebra software package
HIP
HIP: C++ Heterogeneous-Compute Interface for Portability
hypre
Parallel solvers for sparse linear systems featuring multigrid methods.
K-Litho
K-Litho is a toolset designed for lithography simulation. It enables optical image calculations using TCC and SOCS, as well as SOCS kernel derivation.
lapack
LAPACK development repository
MeDiPack
Message Differentiation Package
mfem
Lightweight, general, scalable C++ library for finite element methods
onnx
Open Neural Network Exchange
OpDiLib
Universal add-on for operator overloading AD tools that enables the differentiation of OpenMP parallel codes.
OpenBLAS
OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.
palace
3D finite element solver for computational electromagnetics
precice
A coupling library for partitioned multi-physics simulations, including, but not restricted to fluid-structure interaction and conjugate heat transfer simulations.
pyro2
A simple python-based tutorial on computational methods for hydrodynamics
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
stable-diffusion
A latent text-to-image diffusion model
superlu_dist
Distributed memory, MPI based SuperLU
ThunderKittens
Tile primitives for speedy kernels
vllm
A high-throughput and memory-efficient inference and serving engine for LLMs