18yangyang

pyswarms

A research toolkit for particle swarm optimization in Python

meep

free finite-difference time-domain (FDTD) software for electromagnetic simulations

gdsfactory

python library to design chips (Photonics, Analog, Quantum, MEMs, ...), objects for 3D printing or PCBs.

ceviche

:shrimp: Electromagnetic Simulation + Automatic Differentiation

spins-b

Photonic optimization library

lumopt

Python based continuous adjoint optimization wrapper for Lumerical

angler

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

SiliconPhotonicsDesign

Textbook: Lukas Chrostowski, Michael Hochberg, "Silicon Photonics Design", Cambridge University Press 2015

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

fdtdz

Fast, scalable, accessible photonic simulation

GLOnet

Global optimization based on generative neural networks

emopt

A suite of tools for optimizing the shape and topology of electromagnetic structures.

ceviche-challenges

A suite of photonic inverse design challenge problems for topology optimization benchmarking

cashocs

computational adjoint-based shape optimization and optimal control software for python

Deep-Neural-Network-Inverse-Design-of-Integrated-Photonic-Power-Splitters

PnO_OpticalMetasurfaces

Design of optical metasurfaces using MEEP's Adjoint Solver

meep_adjoint_simple

Simple adjoint variable method for meep that works out of the box.

adjoint_fdtd

Meep-based FDTD Implementation of Adjoint Photonic Design Method

Lumerical_LumOpt_Inverse_Design

To implement inverse design method to optimize photonic devices using Lumerical's LumOpt.