GAN-enabled metasuraface design
☆71Jan 14, 2021Updated 5 years ago
Alternatives and similar repositories for GAN_for_metasurface
Users that are interested in GAN_for_metasurface are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆124Dec 26, 2025Updated 4 months ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆224Jun 3, 2022Updated 3 years ago
- Inverse design of metasurface with non-local interations☆45Sep 8, 2023Updated 2 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆20Mar 25, 2024Updated 2 years ago
- 深度学习加超表面文献☆38Mar 25, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Design, optimize, & simulate metasurface lenses (aka diffractive lenses), beam deflectors, gratings etc☆176Jan 18, 2024Updated 2 years ago
- Appendix D of Hanwei's B. S. Thesis☆28Jun 5, 2019Updated 6 years ago
- Automated Metasurface Design by Machine Learning☆20Nov 23, 2020Updated 5 years ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆11Sep 8, 2022Updated 3 years ago
- ☆15Nov 29, 2022Updated 3 years ago
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆72May 24, 2021Updated 4 years ago
- Global optimization based on generative neural networks☆125Nov 17, 2022Updated 3 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆29Jul 30, 2021Updated 4 years ago
- ☆20Jul 11, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆38Mar 26, 2021Updated 5 years ago
- This is the SUTD PRT dataset for Metasurface Machine Learning☆27Apr 10, 2023Updated 3 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆27Dec 20, 2023Updated 2 years ago
- ☆66Mar 15, 2022Updated 4 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆53Nov 24, 2023Updated 2 years ago
- The code repository for the 2023 ICCP Paper: Polarization Multi-Image Synthesis with Birefringent Metasurfaces☆19Feb 2, 2024Updated 2 years ago
- (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…☆85Feb 7, 2024Updated 2 years ago
- IDToolkit: A Toolkit for Benchmarking and Developing Inverse Design Algorithms in Nanophotonics, KDD'23☆14Oct 21, 2023Updated 2 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆25Oct 27, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)☆14Feb 2, 2024Updated 2 years ago
- A Generic Framework for Optical Inverse Design☆66Apr 18, 2025Updated last year
- Here, we use Deep SHAP (or SHAP) to explain the behavior of nanophotonic structures learned by a convolutional neural network (CNN). Refe…☆22May 7, 2022Updated 4 years ago
- ☆43Feb 25, 2021Updated 5 years ago
- ☆20Sep 6, 2024Updated last year
- ☆15Jun 28, 2022Updated 3 years ago
- Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact ful…☆33Feb 25, 2026Updated 2 months ago
- A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…☆22Nov 11, 2022Updated 3 years ago
- Here, we combine deep learning (cDCGAN) with adjoint optimization (LumOpt) within a single user-friendly application (DeepAdjoint)). Refe…☆16Mar 18, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Repository for "360° Structured Light with Learned Metasurfaces"☆31Jun 11, 2024Updated last year
- Code for inverse design of metasurface☆22Feb 23, 2024Updated 2 years ago
- RCWA simulation of metasurface library☆10Jun 20, 2023Updated 2 years ago
- This repository hosts a simple demonstration of a deep learning approach for the inverse design of patch antennas. The goal is to explore…☆155Oct 10, 2024Updated last year
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆48May 8, 2023Updated 3 years ago
- Codes for the project "Computational Design and Fabrication of Metasurfaces".☆21Aug 18, 2020Updated 5 years ago
- ☆16Apr 12, 2019Updated 7 years ago