Alternatives and similar repositories for DAT_MPNN

Users that are interested in DAT_MPNN are comparing it to the libraries listed below

• zameerbharwani / Deep-Learning-for-Metasurface-Optimization
  Deep Learning for metasurface parameter optimization using tensorflow/keras
  ☆106Updated last year
• airPeter / SmartGlass
  SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…
  ☆45Updated 2 years ago
• haoyunliang / Optical-Neural-Network
  Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .
  ☆112Updated 4 years ago
• Loli-Eternally / D2NN-with-Pytorch
  Pytorch version of D2NN
  ☆89Updated 2 years ago
• Raman-Lab-UCLA / Multiclass_Metasurface_InverseDesign
  Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…
  ☆172Updated 3 years ago
• closest-git / ONNet
  Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation
  ☆136Updated 3 years ago
• cz4e / Lyn
  D2NN TRANNING SCRIPT
  ☆65Updated 6 years ago
• jonfanlab / GAN_for_metasurface
  GAN-enabled metasuraface design
  ☆63Updated 4 years ago
• tutuna / Diffractive-Deep-Neural-Networks
  Diffraction Deep Neural Networks(D2NN)
  ☆182Updated 2 years ago
• kaiifu / Diffractive-Neural-Networks
  ☆11Updated 5 years ago
• penn-qel / metalens-fresnel
  ☆15Updated 6 years ago
• demroz / pinn-ms
  code for Large area optimization of meta-lens via data-free machine learning
  ☆24Updated last year
• mcmahon-lab / Image-sensing-with-multilayer-nonlinear-optical-neural-networks
  Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations
  ☆35Updated 2 years ago
• Srilok / GA-for-inverse-design
  Inverse design of metasurface with non-local interations
  ☆38Updated last year
• awsomecat / Diffractive-Deep-Neural-Network
  ☆15Updated 2 years ago
• abhishek-mall / CyclicalDL-PlasmonicDesign
  Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces
  ☆13Updated last year
• deveringham / metalens_optimization
  Metamaterial lens shape discovery and optimization methods for the design of COPILOT optical instruments.
  ☆15Updated 2 years ago
• tomdbar / all-optical-neural-networks
  Supporting code for "End-to-end optical backpropagation for training neural networks".
  ☆51Updated 4 years ago
• chengfanli / Metasurface-code-and-report
  2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu
  ☆13Updated 3 years ago
• pingyen0406 / MetaAtoms
  Generating metasurface layout and simulating metalens as the superposition of the point source
  ☆26Updated last year
• TjuMSDLResearchGroup / inverseDesign
  Code for inverse design of metasurface
  ☆15Updated last year
• AHU-HoloLab / FDTD-Solutions-Script-Library
  FDTD Solutions Script Library for Metasurface Holographic (FSMH)
  ☆34Updated 4 years ago
• yuanxy92 / DANTE
  Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"
  ☆12Updated last year
• 5aistudy / Deep-learning-based-inverse-design-of-multi-functional-metasurface-absorbers
  ☆10Updated last year
• airPeter / Meta_SCMT
  Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…
  ☆46Updated last year
• twhughes / PhD_Thesis
  Adjoint-based optimization and inverse design of photonic devices.
  ☆13Updated 6 years ago
• wanghanwei1997 / Metasurface_Program
  Appendix D of Hanwei's B. S. Thesis
  ☆27Updated 6 years ago
• Sourangsu / Multilevel-Diffractive-Optics-Design
  Repository for "Multilevel Diffractive Optics Design".
  ☆32Updated 9 months ago
• muyildirim / metasurface-design
  Automated Metasurface Design by Machine Learning
  ☆17Updated 4 years ago
• shlizee / OpticalNN
  ☆14Updated 6 years ago