Alternatives and similar repositories for DeepAdjoint_ML-Optimization_Integration

Users that are interested in DeepAdjoint_ML-Optimization_Integration are comparing it to the libraries listed below

• JR-Wesley / Deep-Neural-Network-Inverse-Design-of-Integrated-Photonic-Power-Splitters
  ☆12Updated 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 / GAN_for_metasurface
  GAN-enabled metasuraface design
  ☆64Updated 4 years ago
• twhughes / PhD_Thesis
  Adjoint-based optimization and inverse design of photonic devices.
  ☆13Updated 6 years ago
• 5aistudy / Deep-learning-based-inverse-design-of-multi-functional-metasurface-absorbers
  ☆11Updated 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…
  ☆47Updated 2 years ago
• renjieli08 / Photonics-FDTD-DRL
  Optimization and inverse design of photonic crystals using deep reinforcement learning
  ☆85Updated 2 years ago
• Srilok / GA-for-inverse-design
  Inverse design of metasurface with non-local interations
  ☆42Updated 2 years ago
• SensongAn / Meta-atoms-data-sharing
  ☆39Updated 4 years ago
• kch3782 / torcwa
  GPU-accelerated RCWA with automatic differentiation
  ☆161Updated last year
• scolburn54 / rcwa_tf
  RCWA with inherent automatic differentiation using TensorFlow
  ☆51Updated 4 years ago
• pingyen0406 / MetaAtoms
  Generating metasurface layout and simulating metalens as the superposition of the point source
  ☆27Updated last year
• penn-qel / metalens-fresnel
  ☆16Updated 6 years ago
• demroz / pinn-ms
  code for Large area optimization of meta-lens via data-free machine learning
  ☆24Updated 2 years ago
• chriskeraly / BerkeleyPhotonicInverseDesign
  Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley
  ☆89Updated 7 years ago
• PMRG-LE707 / bicks
  find BICs in 1D PhC slab
  ☆13Updated 4 years ago
• raghu1153 / MetaOptics
  Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data
  ☆69Updated 4 years ago
• jonfanlab / Metagrating-Topology-Optimization
  ☆61Updated 3 years ago
• zameerbharwani / Deep-Learning-for-Metasurface-Optimization
  Deep Learning for metasurface parameter optimization using tensorflow/keras
  ☆117Updated 2 years ago
• chriskeraly / lumopt
  Python based continuous adjoint optimization wrapper for Lumerical
  ☆191Updated last year
• jonfanlab / GLOnet
  Global optimization based on generative neural networks
  ☆117Updated 3 years ago
• ChrisFadden / RCWA
  MATLAB Implementation of the Rigorous Coupled Wave Analysis and Plane Wave Expansion Method
  ☆30Updated 8 years ago
• complexphoton / metalens_inverse_design
  ☆19Updated last year
• Sourangsu / Machine-Learning-assisted-Nanophotonic-Device-Design-Code
  Codes for the project "Computational Design and Fabrication of Metasurfaces".
  ☆20Updated 5 years ago
• zhaonat / Rigorous-Coupled-Wave-Analysis
  modules for semi-analytic fourier series solutions for Maxwell's equations. Includes transfer-matrix-method, plane-wave-expansion-method,…
  ☆144Updated 3 years ago
• chengfanli / Metasurface-code-and-report
  2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu
  ☆13Updated 3 years ago
• Columbia-Computational-X-Lab / varRCWA
  varRCWA algorithm implementation with GPU support
  ☆23Updated 2 years ago
• JesseLu / ob-1
  Matlab library for nanophotonic inverse design
  ☆21Updated 12 years ago
• weiliangjinca / grcwa
  Python implementation of rigorous coupled wave analysis, autograd supported for optimization purpose
  ☆88Updated 4 years ago
• alexysong / inkstone
  Efficient electromagnetic solver based on rigorous coupled-wave analysis for 3D and 2D multi-layered structures with in-plane periodicity…
  ☆59Updated last year