taka's repositories
FluidX3D
The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs via OpenCL. Free for non-commercial use.
pinns-torch
PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.
marpThemes
Themes css of Markdown Marp
thermoFluidPython
Barba, Lorena A., and Forsyth, Gilbert F. (2018). CFD Python: the 12 steps to Navier-Stokes equations. Journal of Open Source Education, 1(9), 21, https://doi.org/10.21105/jose.00021
ict2022_fluidDynamics
"Fluid Dynamics with Python" in ICT Summer School 2022
Colab_Scripts
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PhiFlow
A differentiable PDE solving framework for machine learning
pbdl-book
Welcome to the Physics-based Deep Learning Book (v0.1)
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.
Deep-Flow-Prediction
A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning
pytorchbook_samplecode
PyTorch Sample Code
rtl8812au
RTL8812AU/21AU and RTL8814AU driver with monitor mode and frame injection
flow_past_cylender_by_DRL
code for active flow control of flow around cynder using Deep Reinforcement Learning
machine-learning-applied-to-cfd
Examples of how to use machine learning algorithms in computational fluid dynamics.
Cylinder2DFlowControlDRL
code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning
DeepLagrangianFluids
Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.
SimVascular
A comprehensive opensource software package providing a complete pipeline from medical image data segmentation to patient specific blood flow simulation and analysis.
waveEqFoam
Solving a wave equation using OpenFOAM
Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
elmerfem
Official git repository of Elmer FEM software
moodyAPI
The API of Moody: A dynamic mooring library used for coupled station-keeping simulations in OpenFOAM and other hydrodynamic codes.
fdtd
A 3D electromagnetic FDTD simulator written in Python
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
dl4g
Example code for the Siggraph Asia Tutorial CreativeAI
deep-learning-from-scratch
『ゼロから作る Deep Learning』のリポジトリ
deep-fluids
Deep Fluids: A Generative Network for Parameterized Fluid Simulations