Pinned Repositories
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)
Computational-Fluid-Dynamics-Machine-Learning-Examples
This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.
DNNLESMODEL
This repository contains the python code, weight and bias matrices for the INU model
Keras-Tutorials
Keras-Tutorials
LES
Course materials from Large-Eddy Simulation of Turbulent Flows
machine-learning-turbulence
Machine Learning and CFD
tbnn
This code implements the Tensor Basis Neural Network (TBNN) as described in Ling et al. (Journal of Fluid Mechanics, 2016).
FarFarmer's Repositories
FarFarmer/awesome-random-forest
Random Forest - a curated list of resources regarding random forest
FarFarmer/Computational-Fluid-Dynamics-Machine-Learning-Examples
This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.
FarFarmer/DNNLESMODEL
This repository contains the python code, weight and bias matrices for the INU model
FarFarmer/LES
Course materials from Large-Eddy Simulation of Turbulent Flows
FarFarmer/machine-learning-turbulence
Machine Learning and CFD
FarFarmer/tbnn
This code implements the Tensor Basis Neural Network (TBNN) as described in Ling et al. (Journal of Fluid Mechanics, 2016).
FarFarmer/blastnet.github.io
BLASTNet
FarFarmer/CFDPython
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
FarFarmer/channel-f90-mpi
Direct Numerical Simulation of an incompressible turbulent channel flow (F90 - MPI)
FarFarmer/Computational-Physics-and-Machine-Learning-Reading-List
A list of papers relating Computational Physics and Machine Learning
FarFarmer/Fortran-Astrodynamics-Toolkit
A Modern Fortran Library for Astrodynamics 🚀
FarFarmer/KHI
simulation of 2d Kelvin Helmholtz Instability
FarFarmer/Lattice-Boltzmann-fluid-flow-in-Tensorflow
A Lattice Boltzmann fluid flow simulation written in Tensorflow.
FarFarmer/LSTM-keras-sin-function-prediction
FarFarmer/models
Models and examples built with TensorFlow
FarFarmer/neural-fortran
A parallel neural net microframework
FarFarmer/OFF
OFF, Open source Finite volume Fluid dynamics code
FarFarmer/OpenFOAM-5.x
OpenFOAM Foundation patch version of OpenFOAM-5
FarFarmer/openpiv-podbox
OpenPIV Proper Orthogonal Decomposition (POD) Matlab Toolbox
FarFarmer/openpiv-spatial-analysis-toolbox
Spatial Analysis Toolbox is a collection of Matlab subroutines and GUI to streamline the post-processing of the particle image velocimetry (PIV) data obtained by OpenPIV (or other) software
FarFarmer/Phy-Net
compressing physics with neural networks
FarFarmer/pyJHTDB
Python wrapper for the Johns Hopkins turbulence database library
FarFarmer/python-cffi-demo
Python CFFI demo: interfacing C++, Fortran, and Python.
FarFarmer/spod_matlab
Spectral proper orthogonal decomposition in Matlab
FarFarmer/Steady-State-Flow-With-Neural-Nets
A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation
FarFarmer/tensorflow.cifar10
The examples of image recognition with the dataset CIFAR10 via tensorflow.
FarFarmer/tf-cfd
Computational fluid dynamics with tensorflow
FarFarmer/turbulence-codes
Curated list of some open-source codes for turbulent flow simulations, including turbulent multiphase, turbulent reacting flows, turbulent convection and turbulent atmospheric physics.
FarFarmer/turbulence_model_neural_network_with_data_processing
turbulence_model_neural_network_with_data_processing, include data cleaning and data post-processing
FarFarmer/turbulence_velcoity_field_generation
Generate 3D velocity field on grid of shape (NX, NY, NZ), that has Gaussian pdf, and a given (Kolmogorov-like) power spectrum E(k) with specified normalisation sigma_V and k_max