nanophotonics topic

Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design

twhughes

Flexible simulation package for optical neural networks

fancompute

Simulations of photonic quantum programmable gate arrays

fancompute

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

closest-git

Pure Julia implementation of the finite difference frequency domain (FDFD) method for electromagnetics

fancompute

Rigorous Coupled-Wave Analysis (RCWA) for nanophotonics simulations

jonschlipf

Optimization and inverse design of photonic crystals using deep reinforcement learning

Arcadianlee

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/...

Raman-Lab-UCLA

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.0c010...

Raman-Lab-UCLA

2D multi-source electromagnetic simulations in frequency domain, implementing the augmented partial factorization (APF) and other methods.

complexphoton