dongjin-seo2020 / AdjointDiffusionLinks
Code Implementation of AdjointDiffusion: a physics-guided and fabrication-aware optimization of photonic devices
☆15Updated 2 weeks ago
Alternatives and similar repositories for AdjointDiffusion
Users that are interested in AdjointDiffusion are comparing it to the libraries listed below
Sorting:
- Base repository for simulation and control of photonic devices☆12Updated 2 years ago
- Neural operator surrogates for electromagnetic inverse design☆44Updated last year
- A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022☆48Updated 2 years ago
- ☆21Updated last year
- Electromagnetic simulation (RCWA) & optimization package in Python☆100Updated 10 months ago
- 📐 Workshop material for optical inverse design and automatic differentiation☆114Updated 5 years ago
- testbed problems for photonics optimization☆41Updated last year
- Official implementation of Neural Lithography (SIGGRAPH Asia 2023)☆41Updated 7 months ago
- Electromagnetic FDTD Simulations in JAX☆172Updated last week
- Global optimization based on generative neural networks☆116Updated 2 years ago
- Artificial nanofabrication of integrated photonic circuits using deep learning☆65Updated 3 months ago
- Rigorous Coupled Wave Analyses (RCWA) for layered structures with incommensurate periodicities☆30Updated 8 months ago
- A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…☆21Updated 2 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆83Updated 2 years ago
- IDToolkit: A Toolkit for Benchmarking and Developing Inverse Design Algorithms in Nanophotonics, KDD'23☆12Updated 2 years ago
- A collection of inverse design challenges☆54Updated 2 weeks ago
- Python code for electron beam lithography proximity correction.☆19Updated 7 years ago
- A suite of photonic inverse design challenge problems for topology optimization benchmarking☆113Updated last year
- PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices, NeurIPs 2024☆13Updated 10 months ago
- Prediction of fabrication variations in integrated photonic devices using deep learning☆30Updated 2 years ago
- A collection of papers in the area of photonic design automation☆73Updated last year
- Arrayed Waveguide Grating (AWG) model and simulation in Python☆25Updated last year
- Fast, scalable, accessible photonic simulation☆145Updated 9 months ago
- Another inverse design library (wip)☆17Updated 2 years ago
- Multi-GPU FDFD solver☆62Updated 3 years ago
- Jaxwell is JAX + Maxwell☆24Updated last year
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices☆173Updated 5 years ago
- Rigorous coupled wave analysis and PWEM implemented in short readable python codes☆38Updated 4 years ago
- A simulation framework for unitary neural networks and photonic devices☆115Updated 4 years ago
- Neural Inverse Design of Nanostructures☆45Updated 2 years ago