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The Top 23 Python Partial Differential Equations Open Source Projects

Open source projects categorized as Python 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
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
Pdebench ⭐ 522
PDEBench: An Extensive Benchmark for Scientific Machine Learning
total releases 1most recent commit 5 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
Fipy ⭐ 449
FiPy is a Finite Volume PDE solver written in Python
total releases 2most recent commit 3 months ago
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
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
Riemann_book ⭐ 215
An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.
most recent commit a year ago
Deepbsde ⭐ 183
Deep BSDE solver in TensorFlow
most recent commit 2 years ago
P4pdes ⭐ 169
C and Python examples from my book on using PETSc and Firedrake to solve PDEs
most recent commit 3 months ago
Galerkin Transformer ⭐ 152
[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax
total releases 8most recent commit a year ago
Discretize ⭐ 150
Discretization tools for finite volume and inverse problems.
dependent packages 14total releases 73most recent commit 6 months agopypi discretize} 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 6 months ago
Ffcx ⭐ 122
Next generation FEniCS Form Compiler for finite element forms
dependent packages 1total releases 2most recent commit 3 months ago
Neuralsolvers ⭐ 103
Neural network based solvers for partial differential equations and inverse problems 🌌. Implementation of physics-informed neural networks in pytorch.
most recent commit a year ago
Ufl ⭐ 87
UFL - Unified Form Language
dependent packages 7total releases 9most recent commit 25 days agopypi fenics-ufl} Downloads
Greenlearning ⭐ 53
Learning Green's functions of partial differential equations with deep learning.
total releases 2most recent commit 4 months ago
Heat Pinn ⭐ 53
A Physics-Informed Neural Network to solve 2D steady-state heat equation.
most recent commit 3 months ago
Ar Pde Cnn ⭐ 52
Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs
most recent commit 2 years 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 3 months ago
Shallow Water ⭐ 49
Python model solving the shallow water equations (linear momentum, nonlinear continuity)
most recent commit 3 years ago
The 7 Most Depended On Python 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
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 Python 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
Galerkin Transformer ⭐ 152
[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax
total releases 8latest release November 04, 2022most recent commit a year 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
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
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