asheverdin / CloakingNet
Code for the paper: Photonic Inverse Design with Neural Networks
☆8Updated 3 years ago
Alternatives and similar repositories for CloakingNet
Users that are interested in CloakingNet are comparing it to the libraries listed below
Sorting:
- Training neural networks for inverse design of nanophotonic gratings.☆14Updated 3 years ago
- A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o …☆19Updated 2 years ago
- testbed problems for photonics optimization☆38Updated 10 months ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆43Updated last year
- A simulation framework for unitary neural networks and photonic devices☆108Updated 4 years ago
- Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.☆15Updated 3 weeks ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆79Updated 2 years ago
- Adjoint-based optimization and inverse design of photonic devices.☆12Updated 5 years ago
- RCWA with inherent automatic differentiation using TensorFlow☆48Updated 3 years ago
- Neural Networks for Optical Inverse Design☆19Updated 7 years ago
- ☆14Updated 6 years ago
- Matlab library for nanophotonic inverse design☆21Updated 11 years ago
- Objective-first approach to nanophotonic design, implemented in Matlab☆32Updated 6 years ago
- Another inverse design library (wip)☆17Updated 2 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆132Updated 3 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆13Updated 5 years ago
- Coupled Generalized Nonlinear Schrodringer Equation solver for birefringent fibers☆19Updated 2 years ago
- ☆18Updated 8 months ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆46Updated 4 years ago
- Rigorous Coupled Wave Analyses (RCWA) for layered structures with incommensurate periodicities☆27Updated 2 months ago
- Neuromorphic/Reservoir computing with spatiotemporal nonlinear propagation in GIMF☆22Updated 3 years ago
- Genetic-algorithm-based optimisation of resonator dispersion for tailoring Kerr comb states of the Lugiato-Lefever Equation (LLE).☆20Updated last year
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆42Updated 2 years ago
- ☆18Updated 10 months ago
- Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks☆83Updated 2 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆27Updated 3 years ago
- Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design☆34Updated 2 years ago
- Graphical application for simulating Kerr frequency combs using both the Lugiato-Lefever equation and an Ikeda map.☆35Updated 2 years ago
- Tutorials and code collections of my publications associated with photonic neural networks.☆20Updated 3 years ago
- A suite of tools for optimizing the shape and topology of electromagnetic structures.☆109Updated last year