youxch / Inverse-design-of-metasurfaces
A method of machine-learning aided design (MLAD) is proposed for accelerated design and synthesis of multi-beam metasurface antennas.
☆27Updated 5 months ago
Alternatives and similar repositories for Inverse-design-of-metasurfaces:
Users that are interested in Inverse-design-of-metasurfaces are comparing it to the libraries listed below
- Inverse design of metasurface with non-local interations☆37Updated last year
- Dynamical Metasurface Aperture Simulation using CST-Matlab API☆11Updated 3 years ago
- 深度学习加超表面文献☆23Updated 2 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆29Updated 3 years ago
- ☆13Updated 3 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆9Updated 11 months ago
- 2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu☆12Updated 2 years ago
- Automated Metasurface Design by Machine Learning☆14Updated 4 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆24Updated last year
- ☆14Updated 2 years ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 2 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆91Updated last year
- a simple MATLAB HFSS API for vortex metasurface generation☆65Updated 3 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆155Updated 2 years ago
- This is the SUTD PRT dataset for Metasurface Machine Learning☆16Updated last year
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆43Updated last year
- ☆17Updated 4 years ago
- Appendix D of Hanwei's B. S. Thesis☆26Updated 5 years ago
- GAN-enabled metasuraface design☆58Updated 4 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆20Updated last year
- Adjoint-based optimization and inverse design of photonic devices.☆12Updated 5 years ago
- ☆14Updated 5 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆36Updated last year
- Metamaterial lens shape discovery and optimization methods for the design of COPILOT optical instruments.☆10Updated 2 years ago
- Codes for the project "Computational Design and Fabrication of Metasurfaces".☆17Updated 4 years ago
- ☆10Updated 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…☆85Updated 5 months ago
- A fast simulation program based on python and ansys-lumerical-FDTD for optical simulation, allowing users to quickly model, run and read …☆12Updated 2 years ago