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The Top 23 Partial Differential Equations Open Source Projects

Open source projects categorized as Partial Differential Equations
Categories > Partial Differential Equations
Financial Models Numerical Methods ⭐ 5,086
Collection of notebooks about quantitative finance, with interactive python code.
most recent commit 3 months ago
Differentialequations.jl ⭐ 2,689
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.
most recent commit 3 months ago
Neuraloperator ⭐ 1,773
Learning in infinite dimension with neural operators.
most recent commit 2 days ago
Neuralpde.jl ⭐ 864
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
most recent commit 3 months ago
Diffeqflux.jl ⭐ 810
Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
most recent commit 3 months ago
Scimltutorials.jl ⭐ 698
Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
most recent commit 8 months ago
Freefem Sources ⭐ 661
FreeFEM source code
most recent commit 3 months ago
Dolfinx ⭐ 642
Next generation FEniCS problem solving environment
dependent packages 1total releases 4most recent commit 22 days ago
Gridap.jl ⭐ 618
Grid-based approximation of partial differential equations in Julia
most recent commit 3 months ago
Pdebench ⭐ 522
PDEBench: An Extensive Benchmark for Scientific Machine Learning
total releases 1most recent commit 5 months ago
Approxfun.jl ⭐ 506
Julia package for function approximation
most recent commit 5 months ago
Fipy ⭐ 449
FiPy is a Finite Volume PDE solver written in Python
total releases 2most recent commit 3 months ago
Simpeg ⭐ 449
Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.
dependent packages 1total releases 8most recent commit 3 months agopypi mira-simpeg} Downloads
Findiff ⭐ 361
Python package for numerical derivatives and partial differential equations in any number of dimensions.
dependent packages 16total releases 33most recent commit 5 months agopypi findiff} Downloads
Py Pde ⭐ 353
Python package for solving partial differential equations using finite differences.
dependent packages 2total releases 101most recent commit 3 months agopypi py-pde} Downloads
Ferrite.jl ⭐ 293
Finite element toolbox for Julia
most recent commit 3 months ago
Diffeqbase.jl ⭐ 282
The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems
most recent commit 3 months ago
Diffeqoperators.jl ⭐ 279
Linear operators for discretizations of differential equations and scientific machine learning (SciML)
most recent commit 10 months ago
Scimlbenchmarks.jl ⭐ 279
Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R
most recent commit 3 months ago
18s096sciml ⭐ 268
18.S096 - Applications of Scientific Machine Learning
most recent commit 2 years ago
Pydens ⭐ 242
PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks
total releases 5most recent commit 10 months ago
Riemann_book ⭐ 215
An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.
most recent commit a year ago
Graph Neural Pde ⭐ 212
Graph Neural PDEs
most recent commit 2 years ago
The 8 Most Depended On Partial Differential Equations Open Source Projects
Findiff ⭐ 361
Python package for numerical derivatives and partial differential equations in any number of dimensions.
dependent packages 16total releases 33latest release August 11, 2022most recent commit 5 months agopypi findiff} Downloads
Discretize ⭐ 150
Discretization tools for finite volume and inverse problems.
dependent packages 14total releases 73latest release October 27, 2023most recent commit 6 months agopypi discretize} Downloads
Ufl ⭐ 87
UFL - Unified Form Language
dependent packages 7total releases 9latest release November 20, 2023most recent commit 25 days agopypi fenics-ufl} Downloads
Py Pde ⭐ 353
Python package for solving partial differential equations using finite differences.
dependent packages 2total releases 101latest release November 26, 2023most recent commit 3 months agopypi py-pde} Downloads
Felupe ⭐ 34
:mag: finite element analysis for continuum mechanics of solid bodies
dependent packages 1total releases 54latest release October 22, 2023most recent commit 3 months agopypi felupe} Downloads
Dolfinx ⭐ 642
Next generation FEniCS problem solving environment
dependent packages 1total releases 4latest release October 31, 2022most recent commit 22 days ago
Ffcx ⭐ 122
Next generation FEniCS Form Compiler for finite element forms
dependent packages 1total releases 2latest release August 12, 2022most recent commit 3 months ago
The 10 Latest Releases In Partial Differential Equations Open Source Projects
Py Pde ⭐ 353
Python package for solving partial differential equations using finite differences.
dependent packages 2total releases 101latest release November 26, 2023most recent commit 3 months agopypi py-pde} Downloads
Ufl ⭐ 87
UFL - Unified Form Language
dependent packages 7total releases 9latest release November 20, 2023most recent commit 25 days agopypi fenics-ufl} Downloads
Discretize ⭐ 150
Discretization tools for finite volume and inverse problems.
dependent packages 14total releases 73latest release October 27, 2023most recent commit 6 months agopypi discretize} Downloads
Felupe ⭐ 34
:mag: finite element analysis for continuum mechanics of solid bodies
dependent packages 1total releases 54latest release October 22, 2023most recent commit 3 months agopypi felupe} Downloads
Pdebench ⭐ 522
PDEBench: An Extensive Benchmark for Scientific Machine Learning
total releases 1latest release August 25, 2023most recent commit 5 months ago
Approxfun.jl ⭐ 506
Julia package for function approximation
latest release December 11, 2022most recent commit 5 months ago
Galerkin Transformer ⭐ 152
[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax
total releases 8latest release November 04, 2022most recent commit a year ago
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