AI 基础知识 - GPU 架构、CUDA 编程、大模型基础及AI Agent 相关知识

Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey

The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs and CPUs via OpenCL. Free for non-commercial use.

Examples implementing physics-informed neural networks (PINN) in Pytorch

query based meshing on top of GMSH

SU2: An Open-Source Suite for Multiphysics Simulation and Design

An adaptive and distributed-memory parallel implementation of the immersed boundary (IB) method

CP3d is a comprehensive Euler-Lagrange solver for the direct numerical simulations of particle-laden flows.

HemoCell is a high-performance suspension code for simulating blood flows developed by the Computational Science Lab at the University of Amsterdam.

GPU version of HemeLB code (HemePure)

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

The ESPResSo package

Multithreaded deterministic minimalist Verlet solver

PositionBasedDynamics is a library for the physically-based simulation of rigid bodies, deformable solids and fluids.

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…

🔮 ChatGPT Desktop Application (Mac, Windows and Linux)

DAFoam: Discrete Adjoint with OpenFOAM for High-fidelity Multidisciplinary Design Optimization

MACH: MDO of Aircraft Configurations with High fidelity

High-performance C++ library for multiphysics and multibody dynamics simulations

🗂️A file list/WebDAV program that supports multiple storages, powered by Gin and Solidjs. / 一个支持多存储的文件列表/WebDAV程序，使用 Gin 和 Solidjs。

🖥️ Native OpenFOAM for macOS

Physics Informed Machine Learning Tutorials (Pytorch and Jax)

A library for scientific machine learning and physics-informed learning

A curated list of repositories related to fluid dynamics.

MATLAB codes for physics-informed dynamic mode decomposition (piDMD)

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.