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40 search results found

Cfdpython ⭐ 2,866

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

SU2: An Open-Source Suite for Multiphysics Simulation and Design

Pdebench ⭐ 522

PDEBench: An Extensive Benchmark for Scientific Machine Learning

Dedalus ⭐ 400

A flexible framework for solving PDEs with modern spectral methods.

Fluid dynamics component of Chemical Engineering Design Library (ChEDL)

Jaxfluids ⭐ 203

Differentiable Fluid Dynamics Package

Stable Fluids ⭐ 146

A minimal Stable Fluids inspired fluid solver with Python and NumPy.

2d Fluid Simulator ⭐ 61

2D incompressible fluid solver implemented in Taichi.

Navier Stokes Numerical Solution Using Fdm Fvm Lbm Solver Python Scripting ⭐ 58

Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Function, 2D Heat Conduction Convection equation with Dirichlet & Neumann BC, full Navier-Stokes Equation coupled with Poisson equation for Cavity and Channel flow in 2D using Finite Difference Method & Finite Volume Method.

A versatile Python-Fortran CFD code that solves a large class of 2D flows

Shallow Water ⭐ 49

Python model solving the shallow water equations (linear momentum, nonlinear continuity)

Neqsim Python ⭐ 44

NeqSim is a library for calculation of fluid behavior, phase equilibrium and process simulation. This project is a Python interface to NeqSim.

Fluidsim ⭐ 41

🌊 Framework for studying fluid dynamics with numerical simulations using Python (publish-only mirror). The main repo is hosted on https://foss.heptapod.net (Gitlab fork supporting Mercurial).

Generative Adversarial Network (GAN) for physically realistic enrichment of turbulent flow fields

Python Fluid ⭐ 29

Real-Time Fluid Dynamics for Games

Pytyphoon ⭐ 29

Python implementation of Typhoon algorithm: dense estimation of 2D-3D optical flow on wavelet bases.

Fluiddyn ⭐ 25

🛠️ base package of FluidDyn project (publish-only mirror). For issues and merge requests, https://foss.heptapod.net/fluiddyn/fluiddyn

Reactorch ⭐ 21

A Differentiable Reacting Flow Simulation Package in PyTorch

Inductiva ⭐ 21

Large scale simulations made simple.

Nvidia Modulus Airfoil Optimisation ⭐ 20

Using NVIDIA modulus for airfoil optimizations at different angles.

Vortex Lattice Method library written in Python

AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)

Pinn Laminar Flow ⭐ 17

Physics-informed neural network for solving fluid dynamics problems

Skellysim ⭐ 17

Hydrodynamic Cytoskeleton Simulator

Official implementation of Score-based Data Assimilation

Cfd Fundamental ⭐ 16

Implementation of the 12 steps approach to the Navier-Stokes equations, essential for simulating fluid dynamics.

Cross-platform engineering nonlinear equations systems solver [Under construction 🚧]

Project Nanpack ⭐ 13

A Numerical Analysis Package in Python

Reference implementation for the Hasegawa-Wakatani model of plasma turbulence inside nuclear fusion reactors in two dimensions

A Particle Image Velocimetry (PIV) code in Python and Matlab

High Order Layers Torch ⭐ 9

High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial (Chebyshev nodes) and Fourier Series layers of arbitrary order. Piecewise implementations could be thought of as a 1d grid (for each neuron) where each grid element is Lagrange polynomial. Both full connected and convolutional layers included.

Flowtrace_python ⭐ 8

Python implementation of time-resolved flow tracing.

Kore is a numerical tool to study time-periodic flows within rapidly rotating planets or other rotating fluids contained within near-spherical boundaries

Piv_liteflownet Pytorch ⭐ 7

PIV image processing solver using LiteFlowNet model, written in PyTorch as the deep learning framework

🌀 Package for laboratory experiments (publish-only mirror)

Deep Turbulence ⭐ 6

Multi-fidelity Generative Deep Learning Turbulent Flows

Modelling Laminar Flow Python ⭐ 5

This project aims to solve the 2D Navier-Stokes equations using the finite difference method for single-phase laminar flow and verify results using the benchmark lid cavity test.

Python_realtime_fluidsim ⭐ 5

Python implementation of the Jos Stam real time fluid algorithm

Axisymmetric Method Of Characteristics Nozzle Designer With Gui ⭐ 5

This programme was developed in conjunction with a paper on the matter named "A Detailed Presentation and Implementation Procedure of Axisymmetric Method of Characteristics for Rocket Nozzle Design". Developed by Kyril Palaveev and Dr. Torsten Schenkel, the software is meant to allow users to easily compute axisymmetric rocket nozzles utilizing the iterative Axisymmetric Method of Characteristics (MOC) procedure. The methodology is thoroughly described in the uploaded paper (.pdf file)

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