taigaoma1997 / benchmark_in_deLinks
☆15Updated 9 months ago
Alternatives and similar repositories for benchmark_in_de
Users that are interested in benchmark_in_de are comparing it to the libraries listed below
Sorting:
- 3 physical problems + multiple ML architectures benchmarking☆16Updated 3 years ago
- PyTorch implementation of tandem neural networks.☆22Updated 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…☆22Updated 3 years ago
- 深度学习加超表面文献☆36Updated 3 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆202Updated 3 years ago
- ☆39Updated 4 years ago
- GAN-enabled metasuraface design☆67Updated 5 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆120Updated last month
- ☆11Updated last year
- Generating metasurface layout and simulating metalens as the superposition of the point source☆27Updated 2 years ago
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆16Updated last year
- ☆19Updated 2 years ago
- Global optimization based on generative neural networks☆123Updated 3 years ago
- This is the SUTD PRT dataset for Metasurface Machine Learning☆24Updated 2 years ago
- ☆12Updated 3 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
- ☆12Updated 5 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆123Updated 4 years ago
- Inverse design of nanophotonic devices using generative adversarial networks☆11Updated 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…☆84Updated last year
- 2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu☆13Updated 3 years ago
- Code for inverse design of metasurface☆19Updated last year
- ☆15Updated 4 years ago
- Inverse design of metasurface with non-local interations☆42Updated 2 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…☆102Updated 6 months ago
- 看過All-optical machine learning using diffractive deep neural networks論文，實現代碼☆27Updated 7 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆24Updated 2 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆17Updated last year
- Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.☆94Updated 2 months ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆37Updated 4 years ago