erfan6511 / GNN-for-Metasurfaces

Related projects ⓘ

Alternatives and complementary repositories for GNN-for-Metasurfaces

• Srilok / GA-for-inverse-design
  Inverse design of metasurface with non-local interations
  ☆31Updated 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…
  ☆40Updated 11 months ago
• demroz / pinn-ms
  code for Large area optimization of meta-lens via data-free machine learning
  ☆19Updated last year
• muyildirim / metasurface-design
  Automated Metasurface Design by Machine Learning
  ☆14Updated 3 years ago
• pingyen0406 / MetaAtoms
  Generating metasurface layout and simulating metalens as the superposition of the point source
  ☆20Updated 10 months ago
• chengfanli / Metasurface-code-and-report
  2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu
  ☆11Updated 2 years ago
• AHU-HoloLab / FDTD-Solutions-Script-Library
  FDTD Solutions Script Library for Metasurface Holographic (FSMH)
  ☆27Updated 3 years ago
• flexcompute / metalens
  Simulation and optimization of dielectric metalens with Tidy3D
  ☆24Updated 3 years ago
• veya2ztn / SUTD_PRCM_dataset
  This is the SUTD PRT dataset for Metasurface Machine Learning
  ☆15Updated last year
• jonfanlab / GAN_for_metasurface
  GAN-enabled metasuraface design
  ☆53Updated 3 years ago
• SensongAn / Meta-atoms-data-sharing
  ☆26Updated 3 years ago
• Luochenghuang / metabox
  A multi-scale differential optimization framework for diffractive optical systems.
  ☆36Updated 7 months ago
• ZealBaba / GratingsWorld
  Inverse design of metasurface using Generative Adversarial Neural Network
  ☆11Updated 2 years ago
• penn-qel / metalens-fresnel
  ☆13Updated 5 years ago
• SensongAn / Metasurface-mutual-coupling
  ☆12Updated 3 years ago
• DeanHazineh / DFlat-tensorflow
  (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…
  ☆76Updated 9 months ago
• Sourangsu / Multilevel-Diffractive-Optics-Design
  Repository for "Multilevel Diffractive Optics Design".
  ☆30Updated 6 months ago
• twhughes / PhD_Thesis
  Adjoint-based optimization and inverse design of photonic devices.
  ☆11Updated 5 years ago
• airPeter / SmartGlass
  SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…
  ☆32Updated last year
• hammer-wang / tandem_neural_network
  PyTorch implementation of tandem neural networks.
  ☆18Updated 3 years ago
• Metaming / Time-varying-metasurface
  ☆15Updated 4 years ago
• complexphoton / metalens_inverse_design
  ☆14Updated 2 months ago
• ChrisFadden / RCWA
  MATLAB Implementation of the Rigorous Coupled Wave Analysis and Plane Wave Expansion Method
  ☆22Updated 7 years ago
• HIT-LZG-GROUP / DeepLearning-metasurface-paper
  深度学习加超表面文献
  ☆21Updated 2 years ago
• Raman-Lab-UCLA / Explainability_for_Photonics
  Here, we use Deep SHAP (or SHAP) to explain the behavior of nanophotonic structures learned by a convolutional neural network (CNN). Refe…
  ☆20Updated 2 years ago
• zameerbharwani / Deep-Learning-for-Metasurface-Optimization
  Deep Learning for metasurface parameter optimization using tensorflow/keras
  ☆79Updated last year
• hao-focus / ModelForOAMLight
  ☆10Updated 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…
  ☆133Updated 2 years ago
• scolburn54 / rcwa_tf
  RCWA with inherent automatic differentiation using TensorFlow
  ☆42Updated 3 years ago
• FiodarM / InvDesignNet
  Training neural networks for inverse design of nanophotonic gratings.
  ☆14Updated 2 years ago