JeremieMelo / NeurOLightLinks
A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022
☆53Updated 2 years ago
Alternatives and similar repositories for NeurOLight
Users that are interested in NeurOLight are comparing it to the libraries listed below
Sorting:
- Base repository for simulation and control of photonic devices☆12Updated 3 years ago
- A collection of papers in the area of photonic design automation☆80Updated 2 years ago
- Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorc…☆84Updated 3 years ago
- ☆22Updated last year
- Arrayed Waveguide Grating (AWG) model and simulation in Python☆25Updated last year
- Neural operator surrogates for electromagnetic inverse design☆49Updated last year
- LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing☆106Updated 2 years ago
- Code Implementation of AdjointDiffusion: a physics-guided and fabrication-aware optimization of photonic devices☆21Updated last month
- Official implementation of Neural Lithography (SIGGRAPH Asia 2023)☆47Updated 10 months ago
- PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices, NeurIPs 2024☆16Updated last year
- Automated Large-Scale PIC Routing (accepted at ISPD 2025)☆33Updated 3 weeks ago
- Machine Learning-Enabled Compact Photonic Tensor Core based on Programmable Multi-Operand Multimode Interference☆13Updated last year
- Prediction of fabrication variations in integrated photonic devices using deep learning☆30Updated 2 years ago
- Artificial nanofabrication of integrated photonic circuits using deep learning☆69Updated this week
- Use CUDA for eBeam Lithography Simulation☆18Updated 6 years ago
- ☆17Updated 3 years ago
- Notebook examples for the neurophox repository☆20Updated 6 years ago
- A simulation framework for unitary neural networks and photonic devices☆120Updated 4 years ago
- Python code for electron beam lithography proximity correction.☆20Updated 7 years ago
- Fast, scalable, accessible photonic simulation☆152Updated last year
- Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulati…☆19Updated 4 years ago
- eBeam Lithography simulation and Proximity Effect Correction☆33Updated 3 years ago
- Implementation of a compact optical neural network SqueezeLight based on multi-operand micro-rings, DATE 2021☆13Updated 3 years ago
- A fully modular framework for modeling and optimizing analog neural networks☆21Updated 3 weeks ago
- Electromagnetic FDTD Simulations in JAX☆223Updated this week
- A suite of photonic inverse design challenge problems for topology optimization benchmarking☆118Updated 2 years ago
- testbed problems for photonics optimization☆42Updated last year
- S + Autograd + XLA :: S-parameter based frequency domain circuit simulations and optimizations using JAX.☆105Updated this week
- Artifical Neural Networks for use with Quantum Photonics☆47Updated this week
- A collection of inverse design challenges☆58Updated 3 months ago