taigaoma1997 / benchmark_in_de

Related projects: ⓘ

• hammer-wang / tandem_neural_network
  PyTorch implementation of tandem neural networks.
  ☆16Updated 3 years ago
• SensongAn / Meta-atoms-data-sharing
  ☆23Updated 3 years ago
• hcw-00 / Probabilistic_representation_and_inverse_design_tf
  "Probabilistic Representation and Inverse Design of Metamaterials Based on a Deep Generative Model with Semi‐Supervised Learning Strategy…
  ☆27Updated 3 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…
  ☆19Updated 2 years ago
• ThyrixYang / IDToolkit
  IDToolkit: A Toolkit for Benchmarking and Developing Inverse Design Algorithms in Nanophotonics, KDD'23
  ☆9Updated 11 months ago
• jmsulliv / Optical-Prediction-Neural-Network
  Optical Prediction Neural Network -- Emulating Optical Simulations with a Neural Network
  ☆12Updated last year
• veya2ztn / SUTD_PRCM_dataset
  This is the SUTD PRT dataset for Metasurface Machine Learning
  ☆13Updated last year
• PORPHURA / GedankenNet
  Codes and demo for the paper Self-supervised Learning of Hologram Reconstruction using Physics Consistency
  ☆35Updated 7 months ago
• pingyen0406 / MetaAtoms
  Generating metasurface layout and simulating metalens as the superposition of the point source
  ☆17Updated 9 months ago
• Srilok / GA-for-inverse-design
  Inverse design of metasurface with non-local interations
  ☆28Updated last year
• boleideng94 / metamaterials-inverse-design
  ☆24Updated 2 years ago
• hao-focus / ModelForOAMLight
  ☆10Updated 2 years ago
• farhadnkm / Fringe.Py
  A Python implementation of diffraction and coherent field propagation by angular spectrum method.
  ☆28Updated last year
• 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…
  ☆117Updated 2 years ago
• dongjin-seo2020 / 1DFreeFormDQN
  Design code of 1D free-from deflector metasurface
  ☆18Updated last year
• kaiifu / Diffractive-Neural-Networks
  ☆10Updated 4 years ago
• jonfanlab / GAN_for_metasurface
  GAN-enabled metasuraface design
  ☆47Updated 3 years ago
• 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
  ☆29Updated last year
• demroz / pinn-ms
  code for Large area optimization of meta-lens via data-free machine learning
  ☆15Updated 10 months ago
• appleuestc / Metasurface-Inverse-Design
  ☆10Updated last year
• muyildirim / metasurface-design
  Automated Metasurface Design by Machine Learning
  ☆12Updated 3 years ago
• ches00 / 360-SL-Metasurface
  Repository for "360° Structured Light with Learned Metasurfaces"
  ☆13Updated 3 months 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…
  ☆75Updated 7 months ago
• AHU-HoloLab / FDTD-Solutions-Script-Library
  FDTD Solutions Script Library for Metasurface Holographic (FSMH)
  ☆24Updated 3 years ago
• 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…
  ☆39Updated 9 months ago
• WeianHuang23 / Dispersion-assisted_High-dimensional_Photodetector
  数据集的创建
  ☆10Updated 5 months ago
• zameerbharwani / Deep-Learning-for-Metasurface-Optimization
  Deep Learning for metasurface parameter optimization using tensorflow/keras
  ☆75Updated 10 months ago
• hincz-lab / machine-learning-for-metamaterials
  ☆27Updated last year
• Luochenghuang / metabox
  A multi-scale differential optimization framework for diffractive optical systems.
  ☆32Updated 5 months ago
• myungjoon / Holography
  Implementation of discrete version of GS-algorithm for metasurface holography
  ☆12Updated 4 years ago