dongjin-seo2020 / AdjointDiffusionLinks
Code Implementation of AdjointDiffusion: a physics-guided and fabrication-aware optimization of photonic devices
☆16Updated last month
Alternatives and similar repositories for AdjointDiffusion
Users that are interested in AdjointDiffusion are comparing it to the libraries listed below
Sorting:
- Neural operator surrogates for electromagnetic inverse design☆45Updated last year
- Electromagnetic simulation (RCWA) & optimization package in Python☆104Updated 11 months ago
- A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022☆49Updated 2 years ago
- ☆22Updated last year
- A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…☆21Updated 3 years ago
- Base repository for simulation and control of photonic devices☆12Updated 2 years ago
- 📐 Workshop material for optical inverse design and automatic differentiation☆115Updated 5 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆84Updated 2 years ago
- Electromagnetic FDTD Simulations in JAX☆173Updated last week
- Global optimization based on generative neural networks☆116Updated 3 years ago
- testbed problems for photonics optimization☆41Updated last year
- ☆64Updated 2 years ago
- A collection of inverse design challenges☆55Updated last month
- A suite of photonic inverse design challenge problems for topology optimization benchmarking☆114Updated last year
- A suite of tools for optimizing the shape and topology of electromagnetic structures.☆110Updated last month
- Jaxwell is JAX + Maxwell☆24Updated last year
- Rigorous Coupled Wave Analyses (RCWA) for layered structures with incommensurate periodicities☆34Updated 9 months ago
- Rigorous coupled wave analysis and PWEM implemented in short readable python codes☆39Updated 4 years ago
- Official implementation of Neural Lithography (SIGGRAPH Asia 2023)☆43Updated 8 months ago
- Artificial nanofabrication of integrated photonic circuits using deep learning☆67Updated 2 weeks ago
- A collection of papers in the area of photonic design automation☆74Updated last year
- Multi-GPU FDFD solver☆62Updated 3 years ago
- Neural Inverse Design of Nanostructures☆45Updated 2 years ago
- Jaxwell is JAX + Maxwell☆46Updated 2 years ago
- Fast, scalable, accessible photonic simulation☆145Updated 9 months ago
- Another inverse design library (wip)☆17Updated 2 years ago
- Design code of 1D free-from deflector metasurface☆21Updated 2 years ago
- IDToolkit: A Toolkit for Benchmarking and Developing Inverse Design Algorithms in Nanophotonics, KDD'23☆12Updated 2 years ago
- Prediction of fabrication variations in integrated photonic devices using deep learning☆30Updated 2 years ago
- Collection of examples and tutorials for the Tidy3D solver by Flexcompute Inc☆40Updated this week