wonderit / maxwellfdfd-controlganLinks
Inverse design of nanophotonic devices using generative adversarial networks
☆11Updated 2 years ago
Alternatives and similar repositories for maxwellfdfd-controlgan
Users that are interested in maxwellfdfd-controlgan are comparing it to the libraries listed below
Sorting:
- GAN-enabled metasuraface design☆67Updated 5 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆17Updated last year
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆202Updated 3 years ago
- This is the SUTD PRT dataset for Metasurface Machine Learning☆24Updated 2 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆37Updated 4 years ago
- Code for inverse design of metasurface☆19Updated last year
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆120Updated last month
- Inverse design of metasurface with non-local interations☆42Updated 2 years ago
- 深度学习加超表面文献☆36Updated 3 years ago
- 2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu☆13Updated 3 years ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 3 years ago
- ☆11Updated last year
- Implementation of discrete version of GS-algorithm for metasurface holography☆12Updated 5 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆48Updated 2 years ago
- ☆33Updated 4 years ago
- ☆39Updated 4 years ago
- ☆15Updated 4 years ago
- ☆12Updated 3 years ago
- Automated Metasurface Design by Machine Learning☆19Updated 5 years ago
- ☆14Updated 3 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆24Updated 2 years ago
- PhD research project on applying Deep Learning method to perform microstructural inverse design.☆11Updated 3 years ago
- Here, we use Deep SHAP (or SHAP) to explain the behavior of nanophotonic structures learned by a convolutional neural network (CNN). Refe…☆22Updated 3 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆27Updated 2 years ago
- ☆13Updated 4 years ago
- Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)☆14Updated last year
- A method of machine-learning aided design (MLAD) is proposed for accelerated design and synthesis of multi-beam metasurface antennas.☆72Updated last year
- ☆12Updated 5 years ago
- ☆15Updated 3 years ago
- ☆19Updated 2 years ago