FarFarmer's repositories
blastnet.github.io
BLASTNet
Fortran-Astrodynamics-Toolkit
A Modern Fortran Library for Astrodynamics 🚀
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.
models
Models and examples built with TensorFlow
neural-fortran
A parallel neural net microframework
DNNLESMODEL
This repository contains the python code, weight and bias matrices for the INU model
KHI
simulation of 2d Kelvin Helmholtz Instability
tensorflow.cifar10
The examples of image recognition with the dataset CIFAR10 via tensorflow.
CFDPython
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
channel-f90-mpi
Direct Numerical Simulation of an incompressible turbulent channel flow (F90 - MPI)
pyJHTDB
Python wrapper for the Johns Hopkins turbulence database library
Phy-Net
compressing physics with neural networks
OFF
OFF, Open source Finite volume Fluid dynamics code
OpenFOAM-5.x
OpenFOAM Foundation patch version of OpenFOAM-5
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
Steady-State-Flow-With-Neural-Nets
A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation
Lattice-Boltzmann-fluid-flow-in-Tensorflow
A Lattice Boltzmann fluid flow simulation written in Tensorflow.
turbulence_model_neural_network_with_data_processing
turbulence_model_neural_network_with_data_processing, include data cleaning and data post-processing
Computational-Fluid-Dynamics-Machine-Learning-Examples
This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.
tf-cfd
Computational fluid dynamics with tensorflow
machine-learning-turbulence
Machine Learning and CFD
openpiv-podbox
OpenPIV Proper Orthogonal Decomposition (POD) Matlab Toolbox
awesome-random-forest
Random Forest - a curated list of resources regarding random forest
spod_matlab
Spectral proper orthogonal decomposition in Matlab
python-cffi-demo
Python CFFI demo: interfacing C++, Fortran, and Python.
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
Computational-Physics-and-Machine-Learning-Reading-List
A list of papers relating Computational Physics and Machine Learning