YoungForever222
Machine Learning based on Computational Fluid Mechanics
University of Science and Technology of ChinaAnhui, Hefei
YoungForever222's Stars
vassilikitsios/snapshot_pod_parallel_cpp
A parallel C++ MPI code to calculates the proper orthogonal decomposition modes (aka principal components) from a series of observations / measurements.
picost/proper_orthogonal_decomposition_routines
This repository contains scripts I've written to do a few tests with POD. It's really far from beeing the most efficient and complete implementation but it can be sufficient for initial tests on small datasets. It uses scipy.linalg.svd algorithm.
CaNS-World/CaNS
A code for fast, massively-parallel direct numerical simulations (DNS) of canonical flows
OpenPTV/openptv
This is our central repository, holding only the community approved code and documentation
NaluCFD/Nalu
Nalu: a generalized unstructured massively parallel low Mach flow code designed to support a variety of open applications of interest built on the Sierra Toolkit and Trilinos solver Tpetra solver stack. The open source BSD, clause 3 license model has been chosen for the code base. See LICENSE for more information.
mt5555/dns
direct numerical simulation
carpedm20/DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
ageron/handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
TharinduMiyanawala/CNNforCFD
This folder contains a sample code for the use of convolutional neural network for fluid force prediction of bluff body flows.
Belval/CRNN
A TensorFlow implementation of https://github.com/bgshih/crnn
loliverhennigh/Lattice-Boltzmann-fluid-flow-in-Tensorflow
A Lattice Boltzmann fluid flow simulation written in Tensorflow.
loliverhennigh/Computational-Fluid-Dynamics-Machine-Learning-Examples
This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.
sergeas67/OpenHyperFLOW2D
Parallel (C++/MPI/OpenMP/CUDA) research-educational CFD code for simulation 2D (flat/axisymmetrical) transient viscous compressible multicomponent sub/trans/supersonic reacting gas flow with RANS/URANS turbulence models.