Jie Xu's repositories

Aether

An optics simulation suite for Windows and Linux, including a raytracer, a FDTD solver and various tools.

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arrayfire

ArrayFire: a general purpose GPU library.

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AutoLens

Automated lens design from scratch.

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cudnn-frontend

cudnn_frontend provides a c++ wrapper for the cudnn backend API and samples on how to use it

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dealii

The development repository for the deal.II finite element library.

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deepxde

A library for scientific machine learning and physics-informed learning

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dtmm

Diffractive transfer matrix method

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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FEBio

FEBio Suite Solver

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GeneralTmm

Python and C++ implementation of anisotropic transfer-matrix method (TMM). Based on article Hodgkinson, I. J., Kassam, S., & Wu, Q. H. (1997). Journal of Computational Physics, 133(1) 75-83

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grok-1

Grok open release

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libCEED

CEED Library: Code for Efficient Extensible Discretizations

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modulus-sym

Framework providing pythonic APIs, algorithms and utilities to be used with Modulus core to physics inform model training as well as higher level abstraction for domain experts

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MoM_Basics.jl

A Julia package for meshes and basis functions of Method of Moments (MoM) and Multi-level Fast Multipole Algorithm (MLFMA).

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MoM_Kernels.jl

A Julia package for kernel functions of Method of Moments (MoM) and Multi-level Fast Multipole Algorithm (MLFMA).

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nlopt

library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization

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OpenPARF

🕹 OpenPARF: An Open-Source Placement and Routing Framework for Large-Scale Heterogeneous FPGAs with Deep Learning Toolkit

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pagmo2

A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

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pymetis

A Python wrapper around Metis, a graph partitioning package

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pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

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PyTMM

Transfer Matrix Method implemetation & RefractiveIndex.info database browser

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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rayflare

Open-source, integrated optical modelling of complex stacks

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scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

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tensorflow

Computation using data flow graphs for scalable machine learning

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tmm_fast

tmm_fast is a lightweight package to speed up optical planar multilayer thin-film device computation. Developed by Alexander Luce (@Nerrror) in cooperation with Heribert Wankerl (@HarryTheBird).

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torchopt

TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

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VoronoiFVM.jl

Solution of nonlinear multiphysics partial differential equation systems using the Voronoi finite volume method

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yuzu1

Nintendo Switch emulator (unofficial mirror fork)

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ZLUDA

CUDA on AMD GPUs

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