Skip to content

Popular repositories

  1. Multiclass_Metasurface_InverseDesign Multiclass_Metasurface_InverseDesign Public

    Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasurfaces. Reference: https://onlinelibrary.wiley.com/doi/10.10…

    Python 102 32

  2. Explainability_for_Photonics Explainability_for_Photonics Public

    Here, we use Deep SHAP (or SHAP) to explain the behavior of nanophotonic structures learned by a convolutional neural network (CNN). Reference: https://pubs.acs.org/doi/full/10.1021/acsphotonics.0c…

    Python 19 1

  3. DeepAdjoint_ML-Optimization_Integration DeepAdjoint_ML-Optimization_Integration Public

    Here, we combine deep learning (cDCGAN) with adjoint optimization (LumOpt) within a single user-friendly application (DeepAdjoint)). Reference: https://pubs.acs.org/doi/10.1021/acsphotonics.2c00968

    8 3

  4. Scotch_Tape_Radiative_Cooler Scotch_Tape_Radiative_Cooler Public

    2

  5. Atmosphere_Model Atmosphere_Model Public

  6. ML_Tutorials ML_Tutorials Public

    Python

Repositories

Showing 6 of 6 repositories

Top languages

Loading…

Most used topics

Loading…