Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasurfaces. Reference: https://onlinelibrary.wiley.com/doi/10.1002/adom.202100548
☆222Jun 3, 2022Updated 3 years ago
Alternatives and similar repositories for Multiclass_Metasurface_InverseDesign
Users that are interested in Multiclass_Metasurface_InverseDesign are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Inverse design of metasurface with non-local interations☆45Sep 8, 2023Updated 2 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆123Dec 26, 2025Updated 4 months ago
- GAN-enabled metasuraface design☆71Jan 14, 2021Updated 5 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆20Mar 25, 2024Updated 2 years ago
- Design, optimize, & simulate metasurface lenses (aka diffractive lenses), beam deflectors, gratings etc☆176Jan 18, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Inverse design of metasurface using Generative Adversarial Neural Network☆11Sep 8, 2022Updated 3 years ago
- This is the SUTD PRT dataset for Metasurface Machine Learning☆27Apr 10, 2023Updated 3 years ago
- ☆12Jun 10, 2024Updated last year
- Generating metasurface layout and simulating metalens as the superposition of the point source☆27Dec 20, 2023Updated 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
- A method of machine-learning aided design (MLAD) is proposed for accelerated design and synthesis of multi-beam metasurface antennas.☆82Oct 16, 2024Updated last year
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆98Apr 11, 2023Updated 3 years ago
- PhD research project on applying Deep Learning method to perform microstructural inverse design.☆12Mar 7, 2022Updated 4 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…☆154Oct 10, 2024Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- 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 3 years ago
- Code for inverse design of metasurface☆21Feb 23, 2024Updated 2 years ago
- A Generic Framework for Optical Inverse Design☆64Apr 18, 2025Updated last year
- "Probabilistic Representation and Inverse Design of Metamaterials Based on a Deep Generative Model with Semi‐Supervised Learning Strategy…☆31Jun 19, 2021Updated 4 years ago
- Automated Metasurface Design by Machine Learning☆20Nov 23, 2020Updated 5 years ago
- DFlat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may b…☆110Jul 3, 2025Updated 9 months ago
- ☆15Dec 26, 2021Updated 4 years ago
- Adjoint-based optimization and inverse design of photonic devices.☆15Aug 22, 2019Updated 6 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆25Oct 27, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆72May 24, 2021Updated 4 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆48May 8, 2023Updated 2 years ago
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆91Sep 22, 2018Updated 7 years ago
- ☆34Mar 29, 2021Updated 5 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
- ☆43Feb 25, 2021Updated 5 years ago
- Global optimization based on generative neural networks☆125Nov 17, 2022Updated 3 years ago
- Repo for paper "Inverse deep learning methods and benchmarks for artificial electromagnetic material design"☆23Jun 10, 2022Updated 3 years ago
- RCWA simulation of metasurface library☆10Jun 20, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆15Nov 29, 2022Updated 3 years ago
- Appendix D of Hanwei's B. S. Thesis☆28Jun 5, 2019Updated 6 years ago
- Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.☆110Apr 2, 2026Updated 3 weeks ago
- Neural Inverse Design of Nanostructures☆50Oct 31, 2023Updated 2 years ago
- ☆20Sep 6, 2024Updated last year
- 深度学习加超表面文献☆38Mar 25, 2022Updated 4 years ago
- Repository for "360° Structured Light with Learned Metasurfaces"☆31Jun 11, 2024Updated last year