pdes 开源项目推荐（79 个）

pdes 话题在 GitHub 上没有填写简介，这里按 Star 数汇总最相关的热门仓库。

20收录项目

2872Star 总量

6覆盖语言

热门项目前 20

按 Star 数排序展示前 20 个 · GitHub 共 79 个仓库

gridap /Gridap.jl

Grid-based approximation of partial differential equations in Julia

Julia889

zwicker-group /py-pde

Python package for solving partial differential equations using finite differences.

Python469

levimcclenny /SA-PINNs

Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]

Python300

#adaptive-pinns #deep-learning #neural-network #neural-networks #pdes #physics-informed-learning

站内解读 →

camlab-ethz /poseidon

Code for the paper "Poseidon: Efficient Foundation Models for PDEs"

Python200

FourierFlows /GeophysicalFlows.jl

地球物理流体动力学伪谱求解器，Julia和FourierFlows.jl。

Julia166

#baroclinic #fourierflows #geophysical-fluid-dynamics #gpu #julia #navier-stokes

该项目在 GitHub 上没有填写描述

Generative Pre-Trained Physics-Informed Neural Networks Implementation

Python122

camlab-ethz /GAOT

[NeurIPS 2025]几何感知算子变换器作为任意域偏微分方程高效且准确的神经替代工具

Python109

#efficiency #gno #pdes #scalability #scientific-computing #transformer

站内解读 →

ROSS-org /ROSS

Rensselaer's Optimistic Simulation System

C106

zachetienne /nrpytutorial

NRPy+, BlackHoles@Home, SENRv2, and the NRPy+ Jupyter Tutorial: Python-Based Code Generation for Numerical Relativity... and Beyond!

Jupyter Notebook104

#adm #automatic #bssn #code #codegen #general

站内解读 →

haranjackson /PyPDE

一个用于求解任何双曲或抛物型偏微分方程组的Python库。偏微分方程可以有刚性源项和非保守分量。

C++64

#ader #eigen #euler-equations #finite-volume #finite-volume-methods #godunov

站内解读 →

GalerkinToolkit /GalerkinToolkit.jl

High-performance finite element toolbox in Julia

Julia51

MHDFlows /MHDFlows.jl

Three Dimensional Magnetohydrodynamic(MHD) pseudospectral solvers written in julia with FourierFlows.jl

Julia35

Neural-Mechanics-Lab /folax

Folax (Finite Operator Learning with JAX) is a framework for solving and optimizing PDEs by integrating machine learning with numerical methods in computational mechanics.

Python30

spatial-model-editor /spatial-model-editor

Spatial bio-chemical reaction model editor and simulator

C++19

kimy-de /pinns

Physics-informed neural networks (PINNs)

Jupyter Notebook16

gregoirepourtier /SkeelBerzins.jl

Solver for 1D nonlinear partial differential equations in Julia based on the collocation method of Skeel and Berzins and providing an API similar to MATLAB's pdepe

Julia14