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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
Deep Multilevel Kolmogorov Pde Solver ⭐ 8
Solving stochastic differential equations and Kolmogorov equations by means of deep learning and Multilevel Monte Carlo simulation
most recent commit 3 years ago
Phycrnet ⭐ 8
Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs
most recent commit 3 years ago
Seismic Inversion ⭐ 7
Seismic inversion using a neural network regulariser implemented as an ExternalOperator in Firedrake
most recent commit a year ago
Ferritedistributed.jl ⭐ 7
Distributed assembly layer for Ferrite.jl.
most recent commit 9 months ago
Custen ⭐ 7
CUDA Finite Difference Library
most recent commit 5 years ago
Probfindiff ⭐ 7
Probabilistic numerical finite differences. Compute finite difference weights and differentiation matrices on scattered data sites and with out-of-the-box uncertainty quantification.
most recent commit a year ago
Casingsimulations ⭐ 6
research code for running SimPEG simulations in settings with steel cased wells
most recent commit 2 years ago
Conservationlawsdiffeq.jl ⭐ 6
Numeric Schemes for Conservation Laws
most recent commit 4 years ago
Triflow ⭐ 6
NEW NAME AND HOSTING : The software changed his name and leave now in gitlab !
most recent commit 5 years ago
Leonardym ⭐ 6
Monte-Carlo simulations of four-dimensional Yang-Mills theories coupled to scalar and fermion fields
most recent commit a year ago
Nuno ⭐ 6
[ICML 2023] Non-Uniform Neural Operator (NUNO)
most recent commit a year ago
Navierstokesfno ⭐ 6
Приведена архитектура нейронной сети, основанной на преобразовании Фурье для решения УВЧП Навье-Стокса
most recent commit 2 years ago
Numericalmethodsforengineers.jl ⭐ 5
Programs modeled after "Numerical Methods for Engineers" by D.V. Griffiths and I.M. Smith
most recent commit 2 years ago
Gelato ⭐ 5
Generalized Locally Toeplitz
total releases 6most recent commit a year ago
Lap2d ⭐ 5
A fast direct dense solver with machine accuracy for 2-D Laplace's equation
most recent commit 4 years ago
Laplace Solver ⭐ 5
Solves the Laplace equation for a specific mesh and boundaries.
most recent commit 5 months ago
Uqpinns Tf2.0 ⭐ 5
TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks (UQPINNs).
most recent commit 4 years ago
Falcon ⭐ 5
A C++ Finite Element Analysis software based on the Jem-Jive library
most recent commit 6 months ago
Pyglle ⭐ 5
Python package for temporal evolution of initial conditions under the generalized Lugiato-Lefever equation
most recent commit 2 years ago
Arcsim ⭐ 5
ARCSim 0.3.1 Fixes and Installer Script for Linux and MacOS
most recent commit 2 years ago
Rkstiff ⭐ 5
Runge-Kutta adaptive-step solvers for nonlinear PDEs. Solvers include both exponential time differencing and integrating factor methods.
total releases 8most recent commit a year ago
Neural Operator With Regularity Structure ⭐ 5
most recent commit 2 years ago
Discretepdes.jl ⭐ 5
Partial differential equations using Discrete Exterior Calculus
most recent commit 5 years ago
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