Mahmoud Asem's repositories
Physics-informed-neural-network-in-JAX
Example problems in Physics informed neural network in JAX
pytreeclass
Visualize, create, and operate on pytrees in the most intuitive way possible.
DiffusionNet
Solving PDEs using Deep learning Code Associated with https://arxiv.org/abs/2011.10015
finitediffX
Finite difference tools in JAX
Kelvin-Helmholtz-using-deep-learning
Solving Kelvin Helmholtz instability by DiffusionNet
UNet-Medical-Segmentation-Decathlon
UNet implementation to segment left ventricle in pytorch
Accelerated-N-dimensional-ODE-solvers
Accelerated N-dimensional ODE solvers
HAI-Project
Human AI interaction awesome project
High-performance-ADI-solver-using-numba
2D diffusion equation numba accelerated solver using ADI method
SimVascular
A comprehensive opensource software package providing a complete pipeline from medical image data segmentation to patient specific blood flow simulation and analysis.
URP-COILING-FREQUENCY
Image processing component for analysis of jet impinging on density interface
Wiggly-NET
CNN-LSTM based network to predict the oscillatory motion of silicon jet impinging sharp density interface
awesome-jax
JAX - A curated list of resources https://github.com/google/jax
flax
Flax is a neural network library for JAX that is designed for flexibility.
mezo-jax
JAX implementation of "Fine-Tuning Language Models with Just Forward Passes"
optree
OpTree: Optimized PyTree Utilities