pde-solver
There are 174 repositories under pde-solver topic.
tum-pbs/PhiFlow
A differentiable PDE solving framework for machine learning
NeuroDiffGym/neurodiffeq
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
omniscientoctopus/Physics-Informed-Neural-Networks
Investigating PINNs
DedalusProject/dedalus
A flexible framework for solving PDEs with modern spectral methods.
analysiscenter/pydens
PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks
AppliedMechanics-EAFIT/SolidsPy
2D-Finite Element Analysis with Python
i207M/PINNacle
Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.
idrl-lab/idrlnet
IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.
chfenger/goNum
开源Go语言数值算法库(An open numerical library purely based on Go programming language)
clawpack/pyclaw
PyClaw is a Python-based interface to the algorithms of Clawpack and SharpClaw. It also contains the PetClaw package, which adds parallelism through PETSc.
camlab-ethz/ConvolutionalNeuralOperator
This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
kaist-silab/awesome-graph-pde
Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulation
luraess/parallel-gpu-workshop-JuliaCon21
Solving differential equations in parallel on GPUs - JuliaCon 2021 workshop
SciML/HighDimPDE.jl
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
seamplex/feenox
Cloud-first free no-fee no-X uniX-like finite-element(ish) computational engineering tool
FluidNumerics/SELF
Spectral Element Library in Fortran
termoshtt/eom
Configurable ODE/PDE solver
EdgeLLM/pinn-pytorch
Deep learning library for solving differential equations on top of PyTorch.
cvarier/2D-Elliptic-Mesh-Generator
2D orthogonal elliptic mesh generator which solves the Winslow partial differential equations
cbritopacheco/rodin
Modern C++20 finite element method and shape optimization framework.
JAX-DIPS/JAX-DIPS
JAX-DIPS is a differentiable interfacial PDE solver.
c0rychu/SchrodingerEq_1D_tutorial
Solving Schrodinger Equation Numerically
sachabinder/wave_equation_simulations
Python script solving the wave equation (équations de D'Alembert) 1D and 2D by taking into account velocity variation.
neuraloperator/CoDA-NO
Codomain attention neural operator for single to multi-physics PDE adaptation.
yellowshippo/penn-neurips2022
PENN code for NeurIPS 2022
jaggbow/magnet
This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495
heySourabh/CFDSolver
Computational Fluid Dynamics Solver
pooyasf/DGM
Solving High Dimensional Partial Differential Equations with Deep Neural Networks
stefanmeili/FastFD
A library for building finite difference simulations
xiangyuan-zhang/controlgym
Controlgym: Large-Scale Control Environments for Benchmarking Reinforcement Learning Algorithms
BaratiLab/FactFormer
Official implementation of Scalable Transformer for PDE surrogate modelling
pmontalb/PdeFiniteDifferenceSolver
C++/CUDA implementation of the most popular hyperbolic and parabolic PDE solvers
open-atmos/PyMPDATA
Numba-accelerated Pythonic implementation of MPDATA with examples in Python, Julia, Rust and Matlab
sourceryinstitute/MORFEUS-Source
Multi-physics Object-oriented Reconfigurable Fluid Environment for Unified Simulations
gilbertfrancois/partial-differential-equations
Notes and examples on how to solve partial differential equations with numerical methods, using Python.
ViktorC/PararealML
A machine learning boosted parallel-in-time differential equation solver framework.