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Starred repositories
🐍 Geometric Computer Vision Library for Spatial AI
Physics Informed Neural Network (PINN) for the wave equation.
A PyTorch implementation of EfficientNet
A lattice Boltzmann solver for scattering and radiation force calculations
A high-level toolbox for using complex valued neural networks in PyTorch
code for Real-Time High-Quality Computer-Generated Hologram Using Complex-Valued Convolutional Neural Network
Code and data for Neural Holography
Pytorch implement of THUHoloLab/Holo-encoder
Optax is a gradient processing and optimization library for JAX.
The next-generation file converter. Open source, fully local* and free forever.
High-speed computer-generated holography (CGH) using autoencoder-based deep neural network
Official repository of "Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations"
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use th…
YOLOv8 Object Tracking using PyTorch, OpenCV and DeepSORT
Visual tracking library based on PyTorch.
Fourier Modal Method with Jax (official maintained repo)
Electromagnetic properties of patterned multilayers based on RCWA (Rigorous Coupled Wave Analysis)
Finite element method for solving the electromagnetic Helmholtz equation. Based on scikit-fem and scipy.
katmer is a powerful library for optimizing the design of optical thin films using automatic differentiation via JAX and Equinox, enabling efficient and accurate inverse design solutions.
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
🆙 Upscayl - #1 Free and Open Source AI Image Upscaler for Linux, MacOS and Windows.
Implementation of DDA and CEMD method in julia
Maxwell's curl equations solver using discontinuous Galerkin methods.
Project sample code: A vector finite element method for electromagnetic scattering (C++)
3D electromagnetic time-domain solver, specialized in wake potential and beam-coupling impedance computation for particle accelerators