THPCILab / DAT_MPNNLinks
☆16Updated 10 months ago
Alternatives and similar repositories for DAT_MPNN
Users that are interested in DAT_MPNN are comparing it to the libraries listed below
Sorting:
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆47Updated 2 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆116Updated 4 years ago
- Pytorch version of D2NN☆95Updated 2 years ago
- ☆16Updated 2 years ago
- ☆11Updated 5 years ago
- D2NN TRANNING SCRIPT☆65Updated 6 years ago
- Diffraction Deep Neural Networks(D2NN)☆194Updated 3 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆141Updated 3 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆115Updated 2 years ago
- ☆16Updated 6 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆190Updated 3 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆37Updated 2 years ago
- GAN-enabled metasuraface design☆62Updated 4 years ago
- Metamaterial lens shape discovery and optimization methods for the design of COPILOT optical instruments.☆15Updated 2 years ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆11Updated 2 years ago
- Inverse design of metasurface with non-local interations☆38Updated 2 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆14Updated last year
- Repository for "Multilevel Diffractive Optics Design".☆32Updated 11 months ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆27Updated last year
- ☆14Updated 6 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆53Updated 5 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆24Updated 2 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆36Updated 4 years ago
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆16Updated last year
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 3 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆45Updated last year
- 2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu☆13Updated 3 years ago
- Implementation of discrete version of GS-algorithm for metasurface holography☆12Updated 5 years ago
- Adjoint-based optimization and inverse design of photonic devices.☆13Updated 6 years ago
- Integrated photonic simulation framework established by Hezq☆27Updated 2 years ago