Alternatives and similar repositories for inverse_design

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

• 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…
  ☆168Updated 3 years ago
• zameerbharwani / Deep-Learning-for-Metasurface-Optimization
  Deep Learning for metasurface parameter optimization using tensorflow/keras
  ☆104Updated last year
• jonfanlab / GAN_for_metasurface
  GAN-enabled metasuraface design
  ☆61Updated 4 years ago
• iguanaus / ScatterNet
  Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks
  ☆83Updated 2 years ago
• twhughes / PhD_Thesis
  Adjoint-based optimization and inverse design of photonic devices.
  ☆13Updated 5 years ago
• chengfanli / Metasurface-code-and-report
  2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu
  ☆13Updated 3 years ago
• Srilok / GA-for-inverse-design
  Inverse design of metasurface with non-local interations
  ☆38Updated last year
• pingyen0406 / MetaAtoms
  Generating metasurface layout and simulating metalens as the superposition of the point source
  ☆24Updated last year
• JR-Wesley / Deep-Neural-Network-Inverse-Design-of-Integrated-Photonic-Power-Splitters
  ☆10Updated 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…
  ☆44Updated last year
• 5aistudy / Deep-learning-based-inverse-design-of-multi-functional-metasurface-absorbers
  ☆9Updated last year
• hammer-wang / tandem_neural_network
  PyTorch implementation of tandem neural networks.
  ☆21Updated 4 years ago
• wanghanwei1997 / Metasurface_Program
  Appendix D of Hanwei's B. S. Thesis
  ☆26Updated 6 years ago
• SensongAn / Metasurface-mutual-coupling
  ☆14Updated 4 years ago
• penn-qel / metalens-fresnel
  ☆14Updated 6 years ago
• AHU-HoloLab / FDTD-Solutions-Script-Library
  FDTD Solutions Script Library for Metasurface Holographic (FSMH)
  ☆32Updated 4 years ago
• fidelcanor / OpticsNN
  Neural Networks for Optical Inverse Design
  ☆20Updated 7 years ago
• demroz / pinn-ms
  code for Large area optimization of meta-lens via data-free machine learning
  ☆23Updated last year
• scolburn54 / rcwa_tf
  RCWA with inherent automatic differentiation using TensorFlow
  ☆48Updated 4 years ago
• abhishek-mall / CyclicalDL-PlasmonicDesign
  Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces
  ☆12Updated last year
• veya2ztn / SUTD_PRCM_dataset
  This is the SUTD PRT dataset for Metasurface Machine Learning
  ☆18Updated 2 years ago
• SensongAn / Meta-atoms-data-sharing
  ☆34Updated 4 years ago
• ZealBaba / GratingsWorld
  Inverse design of metasurface using Generative Adversarial Neural Network
  ☆10Updated 2 years ago
• Sourangsu / Machine-Learning-assisted-Nanophotonic-Device-Design-Code
  Codes for the project "Computational Design and Fabrication of Metasurfaces".
  ☆20Updated 4 years ago
• muyildirim / metasurface-design
  Automated Metasurface Design by Machine Learning
  ☆16Updated 4 years ago
• airPeter / SmartGlass
  SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…
  ☆43Updated 2 years ago
• chriskeraly / BerkeleyPhotonicInverseDesign
  Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley
  ☆86Updated 6 years ago
• JesseLu / ob-1
  Matlab library for nanophotonic inverse design
  ☆21Updated 11 years ago
• complexphoton / metalens_inverse_design
  ☆18Updated 10 months ago
• kaiifu / Diffractive-Neural-Networks
  ☆11Updated 5 years ago