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 642
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 383
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 148
levimcclenny / SA-PINNs
Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
adaptive-pinns neural-network pdes stiff-pdes scientific-computing sciml physics-informed-learning pinns deep-learning neural-networks tensorflow
Language:Python 138
gridap / Tutorials
Start solving PDEs in Julia with Gridap.jl
gridap julia pdes tutorials
Language:Julia 116
ROSS-org / ROSS
Rensselaer's Optimistic Simulation System
pdes c simulation simulation-framework discrete-event-simulation parallel-distributed-computing
Language:C 90
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 88
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++ 50
skoohy / GPT-PINN
Generative Pre-Trained Physics-Informed Neural Networks Implementation
deep-learning machine-learning neural-network pdes physics-informed-learning physics-informed-neural-networks pinn pytorch tensorflow allen-cahn burgers-equation differential-equations klein-gordon-equation partial-differential-equations neural-networks computational-science mathematics numerical-methods python gpt
Language:Python 37
MHDFlows / MHDFlows.jl
Three Dimensional Magnetohydrodynamic(MHD) pseudospectral solvers written in julia with FourierFlows.jl
fourierflows gpu julia magnetohydrodynamics pdes turbulence
Language:Julia 22
gregoirepourtier / SkeelBerzins.jl
Solver for 1D nonlinear partial differential equations in Julia based on the collocation method of Skeel and Berzins and using an API similar to MATLAB's pdepe
finite-element-methods julia method-of-lines partial-differential-equations 1-dimensional pdes
Language:Julia 15
spatial-model-editor
spatial-model-editor / spatial-model-editor
Spatial bio-chemical reaction model editor and simulator
copasi dune libsbml pdes reaction-diffusion sbml sbml-model spatial-simulation systems-biology
Language:C++ 14
pujyam / simian
Simian Process Oriented Conservative JIT PDES from LANL
discrete-event-simulation simulation-framework simulation-models pdes luajit python javascript
Language:Python 10
kimy-de / pinns
Physics-informed neural networks (PINNs)
pytorch burgers-equation pdes pinns physics-informed-neural-networks allen-cahn deep-learning neural-networks
Language:Jupyter Notebook 7
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 pdes markov-chain-monte-carlo
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
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
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++ 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
abhiyanpaudel / basic_finite_difference
Basic finite difference methods applied in parabolic, elliptic and hyperbolic PDEs
cfd fdm finite-difference pdes tdma
Language:MATLAB 1
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
cplusplus embeddedsystems parallel-simulation pdes simulation-library systemc verilog vhdl discrete-event-simulation multi-core multithreading partitioning rtl system-level-description-language system-level-simulator system-verilog testbench verification component-based-modeling component-based-software-design
Language:C++ 1
truong-qe / 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
v18nguye / IDwPDEs
Partial Differential Equations (PDEs) and its application in Image Restoration
image-restoration pdes image-denoising heat-equation total-variation
Language:Python 1

pdes

gridap / Gridap.jl

zwicker-group / py-pde

FourierFlows / GeophysicalFlows.jl

levimcclenny / SA-PINNs

gridap / Tutorials

ROSS-org / ROSS

zachetienne / nrpytutorial

haranjackson / PyPDE

skoohy / GPT-PINN

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

sthavishtha / Computational-Physics

BambooFlower / Math-Scripts

cvijoviclab / cdc42_ClassicalAndNonClassicalTuringConditions

helq / doryta

poshtkohi / pdes

ranasid17 / Numerical-Methods

sebastianangerhausen / SPDPS

srigas / PINNs

abhiyanpaudel / basic_finite_difference

felciabatta / EcologicalSuicide.jl

markmbaum / simple-spectral-PDEs

oliviergimenez / mecastat-in-julia

poshtkohi / psml

truong-qe / FDM_AdvectionDiffusion_1D

v18nguye / IDwPDEs