hammer-wang / tandem_neural_networkLinks
PyTorch implementation of tandem neural networks.
☆22Updated 4 years ago
Alternatives and similar repositories for tandem_neural_network
Users that are interested in tandem_neural_network are comparing it to the libraries listed below
Sorting:
- ☆11Updated last year
- This is the SUTD PRT dataset for Metasurface Machine Learning☆21Updated 2 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆191Updated 3 years ago
- Automated Metasurface Design by Machine Learning☆18Updated 5 years ago
- Code for inverse design of metasurface☆18Updated last year
- 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
- ☆38Updated 4 years ago
- PhD research project on applying Deep Learning method to perform microstructural inverse design.☆11Updated 3 years ago
- 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 last year
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆116Updated 2 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆47Updated 2 years ago
- Here, we use Deep SHAP (or SHAP) to explain the behavior of nanophotonic structures learned by a convolutional neural network (CNN). Refe…☆21Updated 3 years ago
- GAN-enabled metasuraface design☆63Updated 4 years ago
- Implementation of discrete version of GS-algorithm for metasurface holography☆12Updated 5 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆47Updated 2 years ago
- Inverse design of metasurface with non-local interations☆40Updated 2 years ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 3 years ago
- ☆15Updated 4 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文,實現代碼☆28Updated 6 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆24Updated 2 years ago
- 3 physical problems + multiple ML architectures benchmarking☆14Updated 3 years ago
- ☆10Updated 3 years ago
- Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.☆65Updated 2 weeks ago
- ☆11Updated 5 years ago
- ☆33Updated 4 years ago
- D2NN TRANNING SCRIPT☆65Updated 6 years ago
- ☆14Updated 3 years ago
- Global optimization based on generative neural networks☆116Updated 3 years ago