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The Top 23 Pde Solver Open Source Projects

Open source projects categorized as Pde Solver
Categories > Pde Solver
Phiflow ⭐ 1,093
A differentiable PDE solving framework for machine learning
total releases 40most recent commit 5 months ago
Neurodiffeq ⭐ 576
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
total releases 18most recent commit 5 months ago
Dedalus ⭐ 400
A flexible framework for solving PDEs with modern spectral methods.
most recent commit 5 months ago
Pydens ⭐ 242
PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks
total releases 5most recent commit a year ago
Solidspy ⭐ 222
2D-Finite Element Analysis with Python
dependent packages 1total releases 19most recent commit 7 months agopypi solidspy} Downloads
Pyclaw ⭐ 145
PyClaw is a Python-based interface to the algorithms of Clawpack and SharpClaw. It also contains the PetClaw package, which adds parallelism through PETSc.
most recent commit 7 months ago
Idrlnet ⭐ 129
IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.
total releases 5most recent commit a year ago
Gonum ⭐ 101
开源Go语言数值算法库(An open numerical library purely based on Go programming language)
most recent commit 5 years ago
Parallel Gpu Workshop Juliacon21 ⭐ 88
Solving differential equations in parallel on GPUs - JuliaCon 2021 workshop
most recent commit 7 months ago
Highdimpde.jl ⭐ 61
A Julia package for Deep Backwards Stochastic Differential Equation (Deep BSDE) and Feynman-Kac methods to solve high-dimensional PDEs without the curse of dimensionality
most recent commit 5 months ago
Convolutionalneuraloperator ⭐ 52
This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
most recent commit 5 months ago
Eom ⭐ 52
Configurable ODE/PDE solver
dependent packages 1total releases 13most recent commit a year agocargo ndarray-odeint} Downloads
Feenox ⭐ 45
Cloud-first free no-fee no-X uniX-like finite-element(ish) computational engineering tool
most recent commit 5 months ago
Pinnacle ⭐ 45
Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.
most recent commit 9 months ago
Self ⭐ 42
Spectral Element Library in Fortran
most recent commit 5 months ago
2d Elliptic Mesh Generator ⭐ 36
2D orthogonal elliptic mesh generator which solves the Winslow partial differential equations
most recent commit 3 years ago
Awesome Graph Pde ⭐ 34
Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulation
most recent commit 2 years ago
Cfdsolver ⭐ 31
Computational Fluid Dynamics Solver
most recent commit 5 months ago
Rodin ⭐ 28
Modern C++17 finite element method and shape optimization framework.
most recent commit 6 months ago
Jax Dips ⭐ 26
JAX-DIPS is a differentiable interfacial PDE solver.
total releases 2most recent commit 8 months ago
Physics Informed Neural Networks ⭐ 26
Investigating PINNs
most recent commit 3 years ago
Magnet ⭐ 25
This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495
most recent commit a year ago
Pympdata ⭐ 23
Numba-accelerated Pythonic implementation of MPDATA with examples in Python, Julia and Matlab
most recent commit 5 months ago
The 2 Most Depended On Pde Solver Open Source Projects
Eom ⭐ 52
Configurable ODE/PDE solver
dependent packages 1total releases 13latest release August 23, 2017most recent commit a year agocargo ndarray-odeint} Downloads
Solidspy ⭐ 222
2D-Finite Element Analysis with Python
dependent packages 1total releases 19latest release November 04, 2023most recent commit 7 months agopypi solidspy} Downloads
The 8 Latest Releases In Pde Solver Open Source Projects
Phiflow ⭐ 1,093
A differentiable PDE solving framework for machine learning
total releases 40latest release November 26, 2023most recent commit 5 months ago
Solidspy ⭐ 222
2D-Finite Element Analysis with Python
dependent packages 1total releases 19latest release November 04, 2023most recent commit 7 months agopypi solidspy} Downloads
Jax Dips ⭐ 26
JAX-DIPS is a differentiable interfacial PDE solver.
total releases 2latest release July 06, 2023most recent commit 8 months ago
Pararealml ⭐ 19
A machine learning boosted parallel-in-time differential equation solver framework.
total releases 3latest release January 08, 2023most recent commit a year ago
Eom ⭐ 52
Configurable ODE/PDE solver
dependent packages 1total releases 13latest release August 23, 2017most recent commit a year agocargo ndarray-odeint} Downloads
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