greenty5

ict2022_fluidDynamics

"Fluid Dynamics with Python" in ICT Summer School 2022

CFDPython

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

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource

thermoFluidPython

Deep-Flow-Prediction

A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning

machine-learning-applied-to-cfd

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

anisotropicLaplacianFoam

CalculiX-Examples

CalculiX examples by Prof. Martin Kraska from Brandenburg University of Applied Sciences. Excellent starting point to master parametric modelling with CGX and CCX.

Colab_Scripts

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Cylinder2DFlowControlDRL

code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning

deep-fluids

Deep Fluids: A Generative Network for Parameterized Fluid Simulations

deep-learning-from-scratch

『ゼロから作る Deep Learning』のリポジトリ

DeepLagrangianFluids

Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.

dl4g

Example code for the Siggraph Asia Tutorial CreativeAI

elmerfem

Official git repository of Elmer FEM software

fdtd

A 3D electromagnetic FDTD simulator written in Python

flow_past_cylender_by_DRL

code for active flow control of flow around cynder using Deep Reinforcement Learning

learn-python3

Jupyter notebooks for teaching/learning Python 3

marpThemes

Themes css of Markdown Marp

medicalWalfareEng2022

moodyAPI

The API of Moody: A dynamic mooring library used for coupled station-keeping simulations in OpenFOAM and other hydrodynamic codes.

pbdl-book

Welcome to the Physics-based Deep Learning Book (v0.1)

PhiFlow

A differentiable PDE solving framework for machine learning

Physics-Based-Deep-Learning

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

pytorchbook_samplecode

PyTorch Sample Code

rtl8812au

RTL8812AU/21AU and RTL8814AU driver with monitor mode and frame injection

scicomp

SimVascular

A comprehensive opensource software package providing a complete pipeline from medical image data segmentation to patient specific blood flow simulation and analysis.

tempoGAN

Source code for the SIGGRAPH paper "tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow"

waveEqFoam

Solving a wave equation using OpenFOAM