JeremieMelo / NeurOLightLinks
A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022
☆49Updated 2 years ago
Alternatives and similar repositories for NeurOLight
Users that are interested in NeurOLight are comparing it to the libraries listed below
Sorting:
- A collection of papers in the area of photonic design automation☆74Updated last year
- ☆22Updated last year
- PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices, NeurIPs 2024☆13Updated 11 months ago
- Base repository for simulation and control of photonic devices☆12Updated 2 years ago
- Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorc…☆83Updated 3 years ago
- Machine Learning-Enabled Compact Photonic Tensor Core based on Programmable Multi-Operand Multimode Interference☆12Updated last year
- Neural operator surrogates for electromagnetic inverse design☆45Updated last year
- Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulati …☆18Updated 3 years ago
- Code Implementation of AdjointDiffusion: a physics-guided and fabrication-aware optimization of photonic devices☆16Updated last month
- Arrayed Waveguide Grating (AWG) model and simulation in Python☆25Updated last year
- LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing☆99Updated 2 years ago
- Artificial nanofabrication of integrated photonic circuits using deep learning☆67Updated 2 weeks ago
- Automated Large-Scale PIC Routing (accepted at ISPD 2025)☆30Updated 8 months ago
- Official implementation of Neural Lithography (SIGGRAPH Asia 2023)☆43Updated 8 months ago
- Prediction of fabrication variations in integrated photonic devices using deep learning☆30Updated 2 years ago
- A suite of photonic inverse design challenge problems for topology optimization benchmarking☆114Updated last year
- testbed problems for photonics optimization☆41Updated last year
- A collection of inverse design challenges☆55Updated last month
- A simulation framework for unitary neural networks and photonic devices☆115Updated 4 years ago
- Artifical Neural Networks for use with Quantum Photonics☆45Updated last month
- ☆16Updated 2 years ago
- Use CUDA for eBeam Lithography Simulation☆17Updated 5 years ago
- Tutorials and code collections of my publications associated with photonic neural networks.☆26Updated 3 years ago
- Fast, scalable, accessible photonic simulation☆145Updated 9 months ago
- Silicon Photonics Design Tools.☆61Updated 2 months ago
- Global optimization based on generative neural networks☆116Updated 3 years ago
- 📐 Workshop material for optical inverse design and automatic differentiation☆115Updated 5 years ago
- ☆24Updated 4 years ago
- Python code for electron beam lithography proximity correction.☆19Updated 7 years ago
- Electromagnetic FDTD Simulations in JAX☆173Updated last week