THPCILab / DAT_MPNN
☆15Updated last year
Related projects: ⓘ
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆28Updated last year
- ☆10Updated 4 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆89Updated 3 years ago
- Optical diffraction neural network on PyTorch☆29Updated last year
- Pytorch version of D2NN☆49Updated last year
- D2NN TRANNING SCRIPT☆58Updated 5 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆116Updated 2 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆29Updated last year
- Training neural networks for inverse design of nanophotonic gratings.☆14Updated 2 years ago
- Diffraction Deep Neural Networks(D2NN)☆114Updated last year
- ☆9Updated last year
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆75Updated 10 months ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆36Updated 3 years ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆11Updated 11 months ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆39Updated 9 months ago
- D2NN on Matlab Platform☆24Updated 2 years ago
- Automated Metasurface Design by Machine Learning☆12Updated 3 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文,實現代碼☆25Updated 5 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆117Updated 2 years ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆11Updated 2 years ago
- Inverse design of metasurface with non-local interations☆28Updated last year
- Repository for "Multilevel Diffractive Optics Design".☆30Updated 4 months ago
- ☆12Updated 5 years ago
- 2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu☆11Updated 2 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆24Updated 3 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆21Updated 3 years ago
- Appendix D of Hanwei's B. S. Thesis☆22Updated 5 years ago
- Adjoint-based optimization and inverse design of photonic devices.☆11Updated 5 years ago
- ☆13Updated 5 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆15Updated 10 months ago