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Search results for python nanophotonics

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5 search results found

Neuroptica ⭐ 97

Flexible simulation package for optical neural networks

Multiclass_metasurface_inversedesign ⭐ 22

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/10.1002/adom.2

Photonics Fdtd Drl ⭐ 14

Optimization and inverse design of photonic crystals using deep reinforcement learning

Learn and design nanophotonic structures, surface plasmon devices... Using powerful machine learning algorithms(CNN, GBRT, differentiable forest...)

Explainability_for_photonics ⭐ 5

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

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