Alternatives and similar repositories for GA-for-inverse-design:

Users that are interested in GA-for-inverse-design are comparing it to the libraries listed below

• muyildirim / metasurface-design
  Automated Metasurface Design by Machine Learning
  ☆14Updated 4 years ago
• abhishek-mall / CyclicalDL-PlasmonicDesign
  Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces
  ☆10Updated last year
• HIT-LZG-GROUP / DeepLearning-metasurface-paper
  深度学习加超表面文献
  ☆25Updated 3 years ago
• pingyen0406 / MetaAtoms
  Generating metasurface layout and simulating metalens as the superposition of the point source
  ☆25Updated last year
• chengfanli / Metasurface-code-and-report
  2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu
  ☆12Updated 3 years ago
• hzzg0727 / Metasurface-Design
  Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.
  ☆14Updated 3 months 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…
  ☆43Updated last year
• airPeter / SmartGlass
  SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…
  ☆38Updated last year
• AHU-HoloLab / FDTD-Solutions-Script-Library
  FDTD Solutions Script Library for Metasurface Holographic (FSMH)
  ☆30Updated 4 years ago
• ZealBaba / GratingsWorld
  Inverse design of metasurface using Generative Adversarial Neural Network
  ☆10Updated 2 years ago
• demroz / pinn-ms
  code for Large area optimization of meta-lens via data-free machine learning
  ☆20Updated last year
• TjuMSDLResearchGroup / inverseDesign
  Code for inverse design of metasurface
  ☆12Updated last year
• appleuestc / Metasurface-Inverse-Design
  ☆14Updated 2 years ago
• jonfanlab / GAN_for_metasurface
  GAN-enabled metasuraface design
  ☆60Updated 4 years ago
• zameerbharwani / Deep-Learning-for-Metasurface-Optimization
  Deep Learning for metasurface parameter optimization using tensorflow/keras
  ☆96Updated last year
• SensongAn / Metasurface-mutual-coupling
  ☆13Updated 3 years ago
• penn-qel / metalens-fresnel
  ☆14Updated 5 years ago
• wanghanwei1997 / Metasurface_Program
  Appendix D of Hanwei's B. S. Thesis
  ☆26Updated 5 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…
  ☆157Updated 2 years ago
• twhughes / PhD_Thesis
  Adjoint-based optimization and inverse design of photonic devices.
  ☆12Updated 5 years ago
• DianjingLiu / inverse_design
  ☆28Updated 4 years ago
• FiodarM / InvDesignNet
  Training neural networks for inverse design of nanophotonic gratings.
  ☆14Updated 3 years ago
• youxch / Inverse-design-of-metasurfaces
  A method of machine-learning aided design (MLAD) is proposed for accelerated design and synthesis of multi-beam metasurface antennas.
  ☆30Updated 5 months ago
• Sourangsu / Machine-Learning-assisted-Nanophotonic-Device-Design-Code
  Codes for the project "Computational Design and Fabrication of Metasurfaces".
  ☆17Updated 4 years ago
• Metaming / Time-varying-metasurface
  ☆17Updated 4 years ago
• jameclear / MENP
  Multipole Expansion for NanoPhotoncis
  ☆14Updated 4 years ago
• veya2ztn / SUTD_PRCM_dataset
  This is the SUTD PRT dataset for Metasurface Machine Learning
  ☆16Updated last year
• kaiifu / Diffractive-Neural-Networks
  ☆10Updated 4 years ago
• Luochenghuang / metabox
  A multi-scale differential optimization framework for diffractive optical systems.
  ☆42Updated last year
• vietfet46 / DMS-CM
  Dynamical Metasurface Aperture Simulation using CST-Matlab API
  ☆11Updated 3 years ago