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1d-rans

1D RANS model simulation at fully developed turbulent channel flow.

awesome-random-forest

Random Forest - a curated list of resources regarding random forest

blastnet.github.io

BLASTNet

cfd-euler-2d

CFD code for two dimensional Euler equation using finite volume techniques (unstructured mesh)

cfd-python

exercises Anderson's CFD book python

cfdcourse

cfdpython

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

cffi-f77

Examples of linking FORTRAN 77 subroutines to common lisp

channel-f90-mpi

Direct Numerical Simulation of an incompressible turbulent channel flow (F90 - MPI)

computational-fluid-dynamics-machine-learning-examples

This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.

computational-physics-and-machine-learning-reading-list

A list of papers relating Computational Physics and Machine Learning

dnnlesmodel

This repository contains the python code, weight and bias matrices for the INU model

dns

direct numerical simulation

dns-channel

Direct Numerical Simulation of an incompressible turbulent channel flow (CPL)

fluid2d

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

fortran-astrodynamics-toolkit

A Modern Fortran Library for Astrodynamics 🚀

fvm

Finite volume method applied to the advection-diffusion equation

fvm-1d

Python implementation of 1D finite volume method with simple upwind and weighted essentially non-oscillatory (WENO) scheme.

fvm2d

2-d vertex based unstructured code for Euler, Navier-Stokes and RANS

keras-tutorials

Keras-Tutorials

keras-tutorials-1

Simple tutorials using Keras Framework

khi

simulation of 2d Kelvin Helmholtz Instability

lattice-boltzmann-fluid-flow-in-tensorflow

A Lattice Boltzmann fluid flow simulation written in Tensorflow.

latticeboltzmann

Lattice Boltzmann for Fluid Dynamics

les

Course materials from Large-Eddy Simulation of Turbulent Flows

lstm-keras-sin-function-prediction

machine-learning-turbulence

Machine Learning and CFD

models

Models and examples built with TensorFlow

mpod

Matlab script to calculate proper orthogonal decomposition using mPOD approach

nek5000-1

The open-source, highly-scalable, always-portable spectral element CFD code