Inverse design of metasurface using Generative Adversarial Neural Network
☆11Sep 8, 2022Updated 3 years ago
Alternatives and similar repositories for GratingsWorld
Users that are interested in GratingsWorld are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PhD research project on applying Deep Learning method to perform microstructural inverse design.☆11Mar 7, 2022Updated 4 years ago
- Automated Metasurface Design by Machine Learning☆20Nov 23, 2020Updated 5 years ago
- ☆15Nov 29, 2022Updated 3 years ago
- Implementation of discrete version of GS-algorithm for metasurface holography☆12Apr 16, 2020Updated 5 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆27Dec 20, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆38Mar 26, 2021Updated 5 years ago
- ☆12Jun 10, 2024Updated last year
- Inverse design of metasurface with non-local interations☆44Sep 8, 2023Updated 2 years ago
- Inverse design of nanophotonic devices using generative adversarial networks☆12Mar 17, 2026Updated last week
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆212Jun 3, 2022Updated 3 years ago
- RCWA for optical metrology and metasurfaces☆14May 29, 2023Updated 2 years ago
- ☆20Jul 11, 2020Updated 5 years ago
- This is the SUTD PRT dataset for Metasurface Machine Learning☆26Apr 10, 2023Updated 2 years ago
- RCWA simulation of metasurface library☆10Jun 20, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆18Mar 25, 2024Updated 2 years ago
- C++ source code for FDTD simulations of time-varying metasurfaces for frequency manipulation (work in progress)☆10Oct 26, 2020Updated 5 years ago
- GAN-enabled metasuraface design☆69Jan 14, 2021Updated 5 years ago
- ☆15Jun 28, 2022Updated 3 years ago
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆71May 24, 2021Updated 4 years ago
- 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
- The code repository for the 2023 ICCP Paper: Polarization Multi-Image Synthesis with Birefringent Metasurfaces☆19Feb 2, 2024Updated 2 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆24Oct 27, 2023Updated 2 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
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Appendix D of Hanwei's B. S. Thesis☆28Jun 5, 2019Updated 6 years ago
- A database of polarimetric and multispectral images in the visible and NIR regions☆23Oct 9, 2018Updated 7 years ago
- Simulation of the Freespace Optical Convolutional Neural Networks based on PyTorch. It uses Angular Spectrum method to simulate the propa…☆25Apr 8, 2023Updated 2 years ago
- Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact ful…☆32Feb 25, 2026Updated last month
- PyTorch implementation of tandem neural networks.☆23May 18, 2021Updated 4 years ago
- Repository for "360° Structured Light with Learned Metasurfaces"☆31Jun 11, 2024Updated last year
- Neural Inverse Design of Nanostructures☆48Oct 31, 2023Updated 2 years ago
- Overview of polarization imaging datasets☆32Aug 25, 2025Updated 7 months ago
- (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…☆84Feb 7, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Monte Carlo light scattering simulation for deep tissue imaging forward models.☆10Apr 19, 2021Updated 4 years ago
- A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materi…☆11Apr 3, 2023Updated 2 years ago
- MDPC+：Clustering by fast detection of main density peaks within a peak digraph☆10Feb 4, 2023Updated 3 years ago
- Matlab -python -lumerical FDTD ，quick build the mode and access result data☆11Jul 27, 2022Updated 3 years ago
- 深度学习加超表面文献☆38Mar 25, 2022Updated 4 years ago
- Code and notebooks for reproducing the method of "DIY hyperspectral imaging via polarization-induced spectral filters." Katherine Salesin…☆11Aug 1, 2022Updated 3 years ago
- A Generic Framework for Optical Inverse Design☆51Apr 18, 2025Updated 11 months ago