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maziarraissi / PINNsPhysics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
SciML / NeuralPDE.jlPhysics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
gridap / Gridap.jlGrid-based approximation of partial differential equations in Julia
firedrakeproject / FiredrakeFiredrake is an automated system for the portable solution of partial differential equations using the finite element method (FEM)
benmoseley / FBPINNsSolve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs)
maroba / FindiffPython package for numerical derivatives and partial differential equations in any number of dimensions.
boschresearch / TorchphysicsOSS library that implements deep learning methods for partial differential equations and much more
zwicker-group / Py PdePython package for solving partial differential equations using finite differences.
analysiscenter / PydensPyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks
WIAS-PDELib / VoronoiFVM.jlSolution of nonlinear multiphysics partial differential equation systems using the Voronoi finite volume method
JuliaPDE / SurveyofPDEPackagesSurvey of the packages of the Julia ecosystem for solving partial differential equations
maziarraissi / DeepHPMsDeep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations
hplgit / Num Methods For PDEsLecture material on numerical methods for partial differential equations.
rohan-sawhney / ZombieGrid-Free Monte Carlo Solvers for Partial Differential Equations
AmeyaJagtap / XPINNsExtended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonlinear Partial Differential Equations
FourierFlows / FourierFlows.jlTools for building fast, hackable, pseudospectral partial differential equation solvers on periodic domains
clawpack / ClawpackPackage for solving hyperbolic systems of partial differential equations
yizheng-wang / Research On Solving Partial Differential Equations Of Solid Mechanics Based On PINNThis is the code of my master thesis.
mitmath / 1833618.336 - Fast Methods for Partial Differential and Integral Equations
hplgit / Fdm BookResources for "The Craft of Finite Difference Computing with Partial Differential Equations" by H. P. Langtangen
