Ali Akhavan-Safaei's starred repositories
machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
Applied-Deep-Learning
Applied Deep Learning Course
pytorchTutorial
PyTorch Tutorials from my YouTube channel
WeatherBench
A benchmark dataset for data-driven weather forecasting
transformer_network
Spatial Transformer network
recurrent-spatial-transformer-code
Code for Recurrent Spatial Transformer Networks
tensorflow-course
Tensorflow Beginner Course from my YouTube channel
turbulence-codes
Curated list of some open-source codes for turbulent flow simulations, including turbulent multiphase, turbulent reacting flows, turbulent convection and turbulent atmospheric physics.
p3dfft
P3DFFT stands for Parallel Three-Dimensional Fast Fourier Transforms. It is a library for large-scale computer simulations on parallel platforms. It implements 3D FFT and related algorithms such as Chebyshev transform (an important class of algorithm for simulations in a wide range of fields). P3DFFT uses 2D, or pencil, decomposition. For more information:
PINN-examples
Examples implementing physics-informed neural networks (PINN) in Pytorch
Deep-Learning-Turbulence-model
Use deep learning to learn a turbulence model from high fedelity data. The model can reasonably predict other turbulent flows.
subgridtransportNN
PyTorch implementation of Subgrid Transport Neural Network
CubismUP_3D
Uniform resolution solver for incompressible 3D NS eq. in velocity-pressure formulation with multiple non-divergence-free self-propelled obstacles.