Alternatives and similar repositories for 1DFreeFormDQN

Users that are interested in 1DFreeFormDQN are comparing it to the libraries listed below

• jonfanlab / GAN_for_metasurface
  GAN-enabled metasuraface design
  ☆64Updated 4 years ago
• renjieli08 / Photonics-FDTD-DRL
  Optimization and inverse design of photonic crystals using deep reinforcement learning
  ☆86Updated 2 years ago
• jonfanlab / GLOnet
  Global optimization based on generative neural networks
  ☆117Updated 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…
  ☆21Updated 3 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…
  ☆196Updated 3 years ago
• jonfanlab / waveynet
  A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…
  ☆22Updated 3 years ago
• kc-ml2 / meent
  Electromagnetic simulation (RCWA) & optimization package in Python
  ☆107Updated last year
• twhughes / PhD_Thesis
  Adjoint-based optimization and inverse design of photonic devices.
  ☆13Updated 6 years ago
• zameerbharwani / Deep-Learning-for-Metasurface-Optimization
  Deep Learning for metasurface parameter optimization using tensorflow/keras
  ☆117Updated 2 years ago
• JesseLu / ob-1
  Matlab library for nanophotonic inverse design
  ☆21Updated 12 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…
  ☆47Updated 2 years ago
• 5aistudy / Deep-learning-based-inverse-design-of-multi-functional-metasurface-absorbers
  ☆11Updated last year
• flexcompute / metalens
  Simulation and optimization of dielectric metalens with Tidy3D
  ☆26Updated 4 years ago
• erfan6511 / GNN-for-Metasurfaces
  ☆14Updated 3 years ago
• Srilok / GA-for-inverse-design
  Inverse design of metasurface with non-local interations
  ☆42Updated 2 years ago
• muyildirim / metasurface-design
  Automated Metasurface Design by Machine Learning
  ☆19Updated 5 years ago
• jonfanlab / Metagrating-Topology-Optimization
  ☆61Updated 3 years ago
• JYJiahaoYan / MetasurfaceVIT
  A Generic Framework for Optical Inverse Design
  ☆39Updated 8 months ago
• Neural-Litho / Neural-Lithography
  Official implementation of Neural Lithography (SIGGRAPH Asia 2023)
  ☆43Updated 9 months ago
• SensongAn / Meta-atoms-data-sharing
  ☆39Updated 4 years ago
• JR-Wesley / Deep-Neural-Network-Inverse-Design-of-Integrated-Photonic-Power-Splitters
  ☆12Updated 3 years ago
• hzzg0727 / Metasurface-Design
  Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.
  ☆77Updated last month
• FiodarM / InvDesignNet
  Training neural networks for inverse design of nanophotonic gratings.
  ☆19Updated 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…
  ☆47Updated 2 years ago
• ZooBeasts / cWGAN-GP_Inverse_Design_Disordered_Waveguide_Nanophotonics
  This code is for of inverse design and forward prediction of disordered waveguide. Full codes updated
  ☆12Updated last year
• demroz / pinn-ms
  code for Large area optimization of meta-lens via data-free machine learning
  ☆24Updated 2 years ago
• fancompute / Rigorous-Coupled-Wave-Analysis
  Rigorous coupled wave analysis and PWEM implemented in short readable python codes
  ☆39Updated 4 years ago
• esa / NIDN
  Neural Inverse Design of Nanostructures
  ☆45Updated 2 years ago
• boleideng94 / metamaterials-inverse-design
  ☆33Updated 3 years ago
• sdickreuter / EvoDose
  Python code for electron beam lithography proximity correction.
  ☆20Updated 7 years ago