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adiabatic-bragg-grating-spiral

A Python based PCELL generator and Layout generator for adiabatic bragg grating spirals.

adjoint-workshop

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

angler

Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices

berkeleyphotonicinversedesign

Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley

cwgan-gp_inverse_design_disordered_waveguide_nanophotonics

This code is for of inverse design and forward prediction of disordered waveguide. Open Access Available once Published

deep-mapping-regression-model

DMRM for diffractive optical neural network

inverse_design

metalab

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

multiclass_metasurface_inversedesign

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.202100548

oam_invese_design

objective-first

Objective-first approach to nanophotonic design, implemented in Matlab

photonics-fdtd-drl

Optimization and inverse design of photonic crystals using deep reinforcement learning

splayout

Silicon Photonics Design Tools.

workshop-invdesign

📐 Workshop material for optical inverse design and automatic differentiation