Popular GitHub Repositories for Optics

A PyTorch Library for Photonic Integrated Circuit Simulation and Photonic AI Computing

Flexible simulation package for optical neural networks

Differentiable optical models as parameterised neural networks in Jax using Zodiax

Lightweight 3kB Effect-TS alternative library based on Algebraic Effects

A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022

XLuminA, a highly-efficient, auto-differentiating discovery framework for super-resolution microscopy.

Integrated Machine and Deep Learning for Optical Design

Universal Ensemble-Embedding Graph Neural Network for Direct Prediction of Optical Spectra from Crystal Structures

code for Large area optimization of meta-lens via data-free machine learning

SPIE Optics+Optoelectronics 2023 submission on Deep Reinforcement Learning for High Power Lasers Optimization. Awarded Best Student Paper.

A high-performance library for gradient based quantum optimal control

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.

Calculating pairwise euclidean distance matrix for horizontally partitioned data in federated learning environment

Code for "A Framework for Denoising MonteCarlo Photon Transport Simulations Using Deep Learning", published in Jornal of Biomedical Optics

Secure your data with Petoron Quantum Standard (PQS), a unique encryption method built from scratch. No dependencies, full protection. ?

Dataset + algoritmos para simulación de aberraciones ópticas usando polinomios de Zernike.