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Application of Deep Learning to Computational Fluid Dynamics
My investigation into Boltzmann machines
Sample code for Channel 9 Python for Beginners course
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
This folder contains a sample code for the use of convolutional neural network for fluid force prediction of bluff body flows.
This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.
A list of papers relating Computational Physics and Machine Learning
neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support
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
:books: 免费的计算机编程类中文书籍,欢迎投稿
Undergraduate Research Project
rebuild the fortran version of LBM fluid simulation method to CUDA C version, which accelerate the calculation speed for dozens of times
Examples of how to use machine learning algorithms in computational fluid dynamics.
Machine Learning for CFD
Code samples for my book "Neural Networks and Deep Learning"
compressing physics with neural networks
Lattice Boltzmann (LBM) simulation package for GPUs (CUDA, OpenCL)
my stuffs , mainly codes for work, for machine learning, for deep learning, for CFD coding.
Learning the Finite Volume Method in CFD with MATLAB Programming
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.