kaiifu / Diffractive-Neural-NetworksLinks
☆11Updated 5 years ago
Alternatives and similar repositories for Diffractive-Neural-Networks
Users that are interested in Diffractive-Neural-Networks are comparing it to the libraries listed below
Sorting:
- Code for inverse design of metasurface☆19Updated last year
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆47Updated 2 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆15Updated last year
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆36Updated 4 years ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 3 years ago
- ☆11Updated last year
- 2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu☆13Updated 3 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆27Updated 2 years ago
- ☆17Updated 2 years ago
- D2NN TRANNING SCRIPT☆65Updated 6 years ago
- Inverse design of metasurface with non-local interations☆42Updated 2 years ago
- Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)☆14Updated last year
- A multi-scale differential optimization framework for diffractive optical systems.☆50Updated last year
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆121Updated 4 years ago
- ☆14Updated 3 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆24Updated 2 years ago
- ☆16Updated 6 years ago
- ☆10Updated 3 years ago
- This is the SUTD PRT dataset for Metasurface Machine Learning☆23Updated 2 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文,實現代碼☆28Updated 7 years ago
- Automated Metasurface Design by Machine Learning☆19Updated 5 years ago
- Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact ful…☆30Updated 4 months ago
- Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.☆80Updated last month
- Pytorch version of D2NN☆101Updated 2 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆198Updated 3 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆117Updated this week
- Repository for "Multilevel Diffractive Optics Design".☆32Updated last year
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆40Updated 7 years ago
- ☆39Updated 4 years ago
- (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…☆82Updated last year