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Projects in Awesome Lists tagged with pde-solver

A curated list of projects in awesome lists tagged with pde-solver .

https://github.com/tum-pbs/phiflow

A differentiable PDE solving framework for machine learning

deep-learning differentiable-simulations fluid-simulations neural-networks pde-solver

Last synced: 14 May 2025

https://github.com/tum-pbs/PhiFlow

A differentiable PDE solving framework for machine learning

deep-learning differentiable-simulations fluid-simulations neural-networks pde-solver

Last synced: 14 Mar 2025

https://github.com/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.

artificial-intelligence boundary-value-problem deep-learning differential-equations initial-value-problem mathematical-modelling neural-networks ode odes pde-solver physics-informed-neural-networks pinn pypi pytorch scientific-computing time-series

Last synced: 08 Jul 2025

https://github.com/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.

artificial-intelligence boundary-value-problem deep-learning differential-equations initial-value-problem mathematical-modelling neural-networks ode odes pde-solver physics-informed-neural-networks pinn pypi pytorch scientific-computing time-series

Last synced: 04 May 2025

https://github.com/dedalusproject/dedalus

A flexible framework for solving PDEs with modern spectral methods.

fluid-dynamics pde-solver spectral-methods

Last synced: 21 Jan 2026

https://github.com/DedalusProject/dedalus

A flexible framework for solving PDEs with modern spectral methods.

fluid-dynamics pde-solver spectral-methods

Last synced: 14 Mar 2025

https://github.com/analysiscenter/pydens

PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks

deep-learning differential-equations neural-networks numerical-methods ode ode-solver partial-differential-equations pde-solver solving-pdes

Last synced: 15 Dec 2025

https://github.com/idrl-lab/idrlnet

IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.

data-driven-model inverse-problems machine-learning pde-solver physics-informed-neural-networks python scientific-machine-learning

Last synced: 04 Apr 2025

https://github.com/luraess/parallel-gpu-workshop-juliacon21

Solving differential equations in parallel on GPUs - JuliaCon 2021 workshop

gpu julia juliacon pde-solver workshop

Last synced: 15 Apr 2025

https://github.com/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

deep-learning deepbsde differential-equations feynman-kac julia machine-learning neural-networks pde pde-solver scientific-machine-learning sciml

Last synced: 06 Apr 2025

https://github.com/seamplex/feenox

Cloud-first free no-fee no-X uniX-like finite-element(ish) computational engineering tool

finite-elements hpc numerical-methods ode-solver pde-solver

Last synced: 09 Sep 2025

https://github.com/neuraloperator/coda-no

Codomain attention neural operator for single to multi-physics PDE adaptation.

foundation-models neural-operator pde-solver

Last synced: 06 Oct 2025

https://github.com/open-atmos/pympdata

Numba-accelerated Pythonic implementation of MPDATA with examples in Python, Julia and Matlab

advection advection-diffusion atmospheric-modelling numba numerical-integration pde-solver pypi-package python research simulation

Last synced: 05 Apr 2025

https://github.com/bchao1/poissonpy

📈 poissonpy is a Python Poisson Equation library for scientific computing, image and video processing, and computer graphics.

differential-equations image-processing pde pde-solver poisson poisson-equation scientific-computing

Last synced: 28 Apr 2025

https://github.com/jundaf2/time-domain-cem

The only known (by 2022) open-source, easy-to-understand basic algorithm implementations in TD-CEM. (Please star and fork this project if you find it useful!)

pde pde-solver

Last synced: 13 Apr 2025

https://github.com/vehagn/tpg4155

Demonstrations shown during my lectures in TPG4155 - Applied Computer Methods in Petroleum Science at NTNU

ntnu numerical-methods ode-solver optimization-algorithms pde-solver petroleum-science

Last synced: 02 Mar 2025

https://github.com/imperialcollegelondon/recode-turing-patterns-and-partial-differential-equations

This repository contains an Imperial College ReCoDE Exemplar, featuring a Fortran-based PDE solver with detailed learning annotations. It's designed as a research computing resource for doctoral students and researchers.

bvp fortran fortran-package-manager fortran-tutorial ibvp modern-fortran pde-solver

Last synced: 02 Feb 2026

https://github.com/cvjena/tensordecompositions4pinns

Code accompanying manuscript "Functional Tensor Decompositions for Physics-Informed Neural Networks"

computer-vision pde-solver pinns

Last synced: 28 Jan 2026

https://github.com/polossk/ezpde-solver

Assignments of Mathematical Foundation of Finite Element Methods

finite-element-methods matlab pde-solver

Last synced: 01 Aug 2025

https://github.com/bonevbs/swdg

Simple implementation of 1d Shallow Water DG with wetting/drying

discontinuous-galerkin pde-solver shallow-water-equations

Last synced: 15 Jun 2025

https://github.com/matthewfilipovich/neural-network-pde-solver

Partial Differential Equation (PDE) solver using neural networks with the Nengo package.

nengo neural-network neuromorphic-computing pde-solver

Last synced: 05 Jul 2025

https://github.com/open-atmos/pympdata-examples

PyMPDATA usage examples reproducing results from literature and depicting how to use PyMPDATA in Python from Jupyter notebooks

advection-diffusion advection-equation black-scholes hyperbolic-equations jupyter mpdata numerical-integration pde-solver pypi-package python shallow-water-equations

Last synced: 12 Apr 2025

https://github.com/fernandezfran/fiscomp

Códigos en Fortran y scripts de Gnuplot que escribí mientras cursé Física computacional (curso de posgrado en Física - FaMAF)

brownian-motion computational-physics molecular-dynamics monte-carlo pde-solver random-numbers

Last synced: 16 Jan 2026

https://github.com/cfd-dev/elliptical_mesh

Structured mesh generation by solving elliptical equation.

mesh-generation pde-solver structured-mesh

Last synced: 24 Apr 2026

https://github.com/gioelemo/maxwellfdtd.jl

A simple Finite Difference Time Domain (FDTD) solver for Maxwell equations

fdtd-simulator gpu julia-language pde-solver

Last synced: 25 Feb 2026

https://github.com/framunoz/evolution_of_species

Project to provide numerical methods to solve the Perthame equations exposed in his paper

adaptive-dynamics ecological-competition-for-resource numerical-methods pde pde-solver

Last synced: 20 Mar 2025

https://github.com/flowzero/heatequation

A small simulation that models heat diffusion processes using numerical methods

cs dotnet heatequation mathmodeling numerical-methods pde pde-solver

Last synced: 19 May 2026

https://github.com/joshualampert/finite-volume-for-conservation-laws

High order finite volume schemes for (systems of) hyperbolic conservation laws

conservation-laws finite-volume-methods pde-solver python simulation

Last synced: 16 Mar 2025

https://github.com/tsmbland/pde-rk

Functions for simulating one-dimensional PDE models using an adaptive Runge-Kutta scheme

pde-solver python

Last synced: 30 Apr 2026

https://github.com/freyjafa/differential-eq.-in-matlab

This repository contains MATLAB code from my YouTube lecture series on Differential Equations. Explore concepts, methods, and practical examples in solving differential equations with MATLAB.

matlab ode ode-solver pde pde-solver simulink

Last synced: 28 Feb 2025

https://github.com/jorgedavyd/greentorch

Torch based framework for PDE solving with Green's functions

green-functions pde pde-solver pytorch torch

Last synced: 03 May 2026

https://github.com/valinsogna/finitediffpdesolver

An insightful collection of finite difference methods to solve elliptic PDEs. This repository provides interactive exercises, from basic grid generation to advanced boundary value problem solutions, using forward Euler methods. Dive in to explore and understand the dynamics of PDEs through hands-on tasks.

finite-difference-method numerical-analysis pde-solver

Last synced: 16 Mar 2025