Alternatives and similar repositories for metamaterials-inverse-design

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

• jonfanlab / Metagrating-Topology-Optimization
  ☆57Updated 3 years ago
• Chaozhuang22 / COMSOL-MATLAB-livelink
  These are the MATLAB automation scripts for COMSOL topology optimization.
  ☆17Updated last year
• jhbastek / VideoMetamaterials
  Implementation of 'Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models' (Nature Machine Intelligenc…
  ☆66Updated 11 months ago
• lychan110 / metaset
  METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials Design
  ☆15Updated 2 years ago
• jonfanlab / GLOnet
  Global optimization based on generative neural networks
  ☆110Updated 2 years ago
• XJTU-Zhou-group / CNN_predict-mechanical-properties-of-Kirigami-metamaterials-
  ☆13Updated 5 years ago
• hkust-ye / rktan-networkInverseDesign
  ☆10Updated 6 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…
  ☆31Updated 4 years ago
• limjoowon / maxwellnet
  ☆53Updated 2 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…
  ☆168Updated 3 years ago
• xiumingzhang / photonic-bandgap-comsol-matlab
  Computing the Bandgap of a 2D Photonic Crystal by COMSOL-MATLAB Scripting
  ☆53Updated 6 years ago
• wonderit / maxwellfdfd-controlgan
  Inverse design of nanophotonic devices using generative adversarial networks
  ☆11Updated 2 years ago
• aminfno / Metamaterial
  ☆11Updated 3 years ago
• jonfanlab / GAN_for_metasurface
  GAN-enabled metasuraface design
  ☆62Updated 4 years ago
• li-zhengz / UnifyingTrussDesignSpace
  Code for 'Unifying the design space of truss metamaterials by generative modeling'
  ☆16Updated 2 months ago
• deng-cy / deep_learning_topology_opt
  Code for paper "Self-Directed Online Machine Learning for Topology Optimization"
  ☆121Updated 5 months ago
• JR-Wesley / Deep-Neural-Network-Inverse-Design-of-Integrated-Photonic-Power-Splitters
  ☆10Updated 3 years ago
• jhbastek / InvertibleTrussDesign
  Implementation of 'Inverting the structure-property map of truss metamaterials via deep learning' (PNAS)
  ☆26Updated 9 months ago
• Clarkxielf / Dispersion-relation-prediction-and-structure-inverse-design-of-elastic-metamaterials
  ☆15Updated 2 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,…
  ☆140Updated 3 years ago
• akaanzo / 2D_bloch_wave_propagation_metamaterial
  Elastic bloch wave propagation in a 2D periodic metamaterial. Simulations have done with COMSOL Multiphysics (5.6.0) applying Floquet per…
  ☆11Updated 2 years ago
• renjieli08 / Photonics-FDTD-DRL
  Optimization and inverse design of photonic crystals using deep reinforcement learning
  ☆79Updated 2 years ago
• bbanerjee / MetamaterialSim
  Simulations of metamaterials with Comsol and Ansys
  ☆18Updated 8 years ago
• 5aistudy / Deep-learning-based-inverse-design-of-multi-functional-metasurface-absorbers
  ☆9Updated last year
• tfp-photonics / neurop_invdes
  Neural operator surrogates for electromagnetic inverse design
  ☆41Updated last year
• DianjingLiu / inverse_design
  ☆30Updated 4 years ago
• twhughes / PhD_Thesis
  Adjoint-based optimization and inverse design of photonic devices.
  ☆13Updated 5 years ago
• yangdeng-EML / ML_MM_Benchmark
  3 physical problems + multiple ML architectures benchmarking
  ☆11Updated 2 years ago
• PMRG-LE707 / bicks
  find BICs in 1D PhC slab
  ☆12Updated 3 years ago
• tsitema / ComsolExamples
  Some examples of laser and photonic lattice simulations.
  ☆12Updated 4 years ago