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application-of-dl-to-cfd

Application of Deep Learning to Computational Fluid Dynamics

boltzmann_machine

My investigation into Boltzmann machines

c9-python-getting-started

Sample code for Channel 9 Python for Beginners course

cfdpython

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

cnnforcfd

This folder contains a sample code for the use of convolutional neural network for fluid force prediction of bluff body flows.

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

deeplearningpython35

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

dl-surrogate-cfd-laa

All the code available to reproduce the paper "Deep Learning Surrogate of Computational Fluid Dynamics for Thrombus Formation Risk in the Left Atrial Appendage" from STACOM 2019

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

gitskills

image-based-cfd-using-deep-learning

Undergraduate Research Project

lbm_cuda_version

rebuild the fortran version of LBM fluid simulation method to CUDA C version, which accelerate the calculation speed for dozens of times

machine-learning-applied-to-cfd

Examples of how to use machine learning algorithms in computational fluid dynamics.

machine-learning-based-surrogate-model-for-cfd

mlcfd

Machine Learning for CFD

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

phy-net

compressing physics with neural networks

sailfish

Lattice Boltzmann (LBM) simulation package for GPUs (CUDA, OpenCL)

stuffs

my stuffs , mainly codes for work, for machine learning, for deep learning, for CFD coding.

ufvm

Learning the Finite Volume Method in CFD with MATLAB Programming