pdes

There are 6 repositories under pdes topic.

gridap / Gridap.jl
Grid-based approximation of partial differential equations in Julia
julia pdes partial-differential-equations finite-elements numerical-methods gridap
Language:Julia 726
zwicker-group / py-pde
Python package for solving partial differential equations using finite differences.
python partial-differential-equations dynamical-systems pdes scientific-computing finite-difference-method
Language:Python 419
levimcclenny / SA-PINNs
Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
adaptive-pinns deep-learning neural-network neural-networks pdes physics-informed-learning pinns scientific-computing sciml stiff-pdes tensorflow
Language:Python 192
FourierFlows / GeophysicalFlows.jl
Geophysical fluid dynamics pseudospectral solvers with Julia and FourierFlows.jl.
qg quasigeostrophy pdes sqg baroclinic geophysical-fluid-dynamics fourierflows navier-stokes julia gpu
Language:Julia 156
gridap / Tutorials
Start solving PDEs in Julia with Gridap.jl
gridap julia pdes tutorials
Language:Julia 128
camlab-ethz / poseidon
Code for the paper "Poseidon: Efficient Foundation Models for PDEs"
foundation-models operators pdes scientific-computing scientific-machine-learning
Language:Python 110
ROSS-org / ROSS
Rensselaer's Optimistic Simulation System
pdes c simulation simulation-framework discrete-event-simulation parallel-distributed-computing
Language:C 95
nrpytutorial
zachetienne / nrpytutorial
NRPy+, BlackHoles@Home, SENRv2, and the NRPy+ Jupyter Tutorial: Python-Based Code Generation for Numerical Relativity... and Beyond!
automatic code generation bssn hyperbolic pdes python sympy numerical relativity general adm codegen nrpy jupyter-notebook tutorial reference-metric
Language:Jupyter Notebook 91
skoohy / GPT-PINN
Generative Pre-Trained Physics-Informed Neural Networks Implementation
allen-cahn burgers-equation computational-science deep-learning differential-equations gpt klein-gordon-equation machine-learning mathematics neural-network neural-networks numerical-methods partial-differential-equations pdes physics-informed-learning physics-informed-neural-networks pinn python pytorch tensorflow
Language:Python 81
haranjackson / PyPDE
A Python library for solving any system of hyperbolic or parabolic Partial Differential Equations. The PDEs can have stiff source terms and non-conservative components.
partial-differential-equations pdes ader weno weno-schemes finite-volume finite-volume-methods euler-equations navier-stokes-equations godunov-peshkov-romenski godunov eigen
Language:C++ 53
GalerkinToolkit / GalerkinToolkit.jl
FEM toolbox with automatic code generation, HPC support, and more.
code-generation computational-science finite-element-methods hpc mpi pdes scientific-computing metaprogramming julia
Language:Julia 26
MHDFlows / MHDFlows.jl
Three Dimensional Magnetohydrodynamic(MHD) pseudospectral solvers written in julia with FourierFlows.jl
julia gpu fourierflows pdes magnetohydrodynamics turbulence
Language:Julia 26
gregoirepourtier / SkeelBerzins.jl
Solver for 1D nonlinear partial differential equations in Julia based on the collocation method of Skeel and Berzins and providing an API similar to MATLAB's pdepe
1-dimensional finite-element-methods julia method-of-lines partial-differential-equations pdes
Language:Julia 15
spatial-model-editor
spatial-model-editor / spatial-model-editor
Spatial bio-chemical reaction model editor and simulator
spatial-simulation systems-biology copasi reaction-diffusion dune sbml sbml-model libsbml pdes
Language:C++ 15
pujyam / simian
Simian Process Oriented Conservative JIT PDES from LANL
discrete-event-simulation simulation-framework simulation-models pdes luajit python javascript
Language:Python 11
kimy-de / pinns
Physics-informed neural networks (PINNs)
allen-cahn burgers-equation deep-learning neural-networks pdes physics-informed-neural-networks pinns pytorch
Language:Jupyter Notebook 9
lizayusof / SIF3012-Computational-Physics
Materials for for SIF3012 Computational Physics course. This course is designed for Physics students taking Computational Physics course. Some materials need to be guided through lectures series (provided in Spectrum and class)
fft matrices odes pdes
Language:Python 6
papadeiv / NNsPOD
Deep-learning model for optimised proper orthogonal decomposition of non-linear, hyperbolic, parametric PDEs based on a pre-processing method of the full-order solutions
reduced-order-modeling ithaca-fv python neural-networks proper-orthogonal-decomposition pdes finite-volume-method
Language:C++ 6
sdhzhs / ICE3D
A 3D solver based on two coupled PDEs for calculation of glaze and rime icing on aircraft surface
pdes solver icing filmflow
Language:Fortran 6
Freya-Feng / RobinDD
Robin-type Domain Decomposition
1million-degrees-of-freedom-on-single-computer domain-decomposition navier-stokes-equations pdes robin-boundary-conditions
Language:MATLAB 3
hippylib / hippylib2muq
Scalable Markov chain Monte Carlo Sampling Methods for Large-scale Bayesian Inverse Problems Governed by PDEs
baysian-inference inverse-problems markov-chain-monte-carlo pdes
Language:Jupyter Notebook 3
kimy-de / fcnn
Five-point stencil Convolutional Neural Networks (FCNNs)
cnn data-driven-model neural-networks pde-solver pdes pytorch reaction-diffusion
Language:Python 3
lanl / shoccs
Stable High-Order Cut-Cell Solver
pdes numerical-methods ranges dsl
Language:C++ 3
poshtkohi / pdes
A Parallel Discrete Event Simulation Engine with Examples
des-simulators discrete-event-simulation pdes parallel-discrete-event-simulation conservative gate-level-simulation logic-simulator many-core metis multi-core parallel-simulation partitioning queueing-networks sychronization software-engineering
Language:C++ 3
sthavishtha / Computational-Physics
Exercise solutions of the course : Introduction to Computational Physics offered at ETH Zurich
computational-physics eth-zurich percolation monte-carlo pde pdes
Language:C++ 3
BambooFlower / Math-Scripts
A collection of scripts for math visualization
visualization math ode fluid-dynamics graph-theory navier-stokes-equations bifurcation pdes dynamical-systems quaternions hypercube fourier-series
Language:MATLAB 2
cvijoviclab / cdc42_ClassicalAndNonClassicalTuringConditions
Spatiotemporal mathematical model of Cdc42-mediated cell polarisation consisting of a coupled system of reaction diffusion equations
pdes fem reaction-diffusion reaction-diffusion-simulation turing-instability mathematical-analysis linear-stability-analysis diffusion-driven-instability cd42 cell-polarisation non-dimensionalisation
Language:TeX 2
helq / doryta
Neuromorphic event-driven simulator in C and MPI (successor of NeMo https://github.com/markplagge/NeMo)
neuromorphic-computing spiking-neural-networks snn event-driven-simulation pdes ross neurons leaky-integrate-and-fire-neuron lif mpi
Language:C 2
ranasid17 / Numerical-Methods
Python implementations of common numerical methods used to solve ODEs and PDEs
pdes odes python
Language:Python 2
sebastianangerhausen / SPDPS
A Stochastic Primal-Dual Proximal Splitting Method for Risk-Averse Optimal Control of PDEs
conditional-value-at-risk non-smooth-optimization optimal-control optimization pdes proximal-operator risk-averse stochastic-optimization
Language:Julia 2
PINNs
srigas / PINNs
Repository with notebooks about Physics Informed Neural Networks, written in JAX + Flax.
neural-networks pdes pinns python flax jax
Language:Jupyter Notebook 2
felciabatta / EcologicalSuicide.jl
Modelling the phenomenon of "Ecological Suicide", for a final year Master's project in Engineering Mathematics.
complex-systems modelling-biological-systems odes pdes ecological-suicide
Language:Julia 1
markmbaum / simple-spectral-PDEs
pseudospectral (fourier) solutions of a few 1-dimensional PDEs
korteweg-de-vries kuramoto-sivashinsky pdes pseudospectral
Language:Julia 1
oliviergimenez / mecastat-in-julia
Julia code to fit mechanistic-statistical models w/ Bayes and MCMC
bayesian-inference inverse-problems julia mcmc partial pdes
Language:Jupyter Notebook 1
poshtkohi / psml
PSML: parallel system modeling and simulation language for electronic system level
component-based-modeling component-based-software-design cplusplus discrete-event-simulation embeddedsystems multi-core multithreading parallel-simulation partitioning pdes rtl simulation-library system-level-description-language system-level-simulator system-verilog systemc testbench verification verilog vhdl
Language:C++ 1
truong-pham-dang / FDM_AdvectionDiffusion_1D
Finite difference scheme for 1D advection diffusion equation with periodic BCs
cplusplus cpp finite-difference-method numerical-methods pdes visual-studio
Language:C++ 1

pdes

gridap / Gridap.jl

zwicker-group / py-pde

levimcclenny / SA-PINNs

FourierFlows / GeophysicalFlows.jl

gridap / Tutorials

camlab-ethz / poseidon

ROSS-org / ROSS

zachetienne / nrpytutorial

skoohy / GPT-PINN

haranjackson / PyPDE

GalerkinToolkit / GalerkinToolkit.jl

MHDFlows / MHDFlows.jl

gregoirepourtier / SkeelBerzins.jl

spatial-model-editor / spatial-model-editor

pujyam / simian

kimy-de / pinns

lizayusof / SIF3012-Computational-Physics

papadeiv / NNsPOD

sdhzhs / ICE3D

Freya-Feng / RobinDD

hippylib / hippylib2muq

kimy-de / fcnn

lanl / shoccs

poshtkohi / pdes

sthavishtha / Computational-Physics

BambooFlower / Math-Scripts

cvijoviclab / cdc42_ClassicalAndNonClassicalTuringConditions

helq / doryta

ranasid17 / Numerical-Methods

sebastianangerhausen / SPDPS

srigas / PINNs

felciabatta / EcologicalSuicide.jl

markmbaum / simple-spectral-PDEs

oliviergimenez / mecastat-in-julia

poshtkohi / psml

truong-pham-dang / FDM_AdvectionDiffusion_1D