jonfanlab / waveynet
A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes of dielectric nanophotonic structures
☆18Updated 2 years ago
Alternatives and similar repositories for waveynet:
Users that are interested in waveynet are comparing it to the libraries listed below
- ☆17Updated 5 months ago
- RCWA with inherent automatic differentiation using TensorFlow☆44Updated 3 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆26Updated 3 years 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
- testbed problems for photonics optimization☆35Updated 7 months ago
- ☆16Updated 2 years ago
- Rigorous coupled wave analysis and PWEM implemented in short readable python codes☆34Updated 3 years ago
- Neural Inverse Design of Nanostructures☆39Updated last year
- code for Large area optimization of meta-lens via data-free machine learning☆17Updated last year
- personal set of FDFD codes used for my research. Much of this has been inspired by Yu (Jerry) Shi and Wonseok Shin☆18Updated 5 years ago
- Another inverse design library (wip)☆17Updated 2 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆33Updated last year
- ☆13Updated 3 years ago
- ☆34Updated 2 years ago
- GPU-accelerated RCWA with automatic differentiation☆113Updated 8 months ago
- Neural Networks for Optical Inverse Design☆19Updated 7 years ago
- Silicon Photonics Design Tools.☆53Updated 3 weeks ago
- Rigorous Coupled Wave Analyses (RCWA) for layered structures with incommensurate periodicities☆21Updated last month
- ☆11Updated 2 years ago
- Multi-GPU FDFD solver☆58Updated 2 years ago
- Matlab library for nanophotonic inverse design☆19Updated 11 years ago
- Adjoint-based optimization and inverse design of photonic devices.☆12Updated 5 years ago
- Arrayed Waveguide Grating (AWG) model and simulation in Matlab☆20Updated 3 years ago
- Artificial nanofabrication of integrated photonic circuits using deep learning☆52Updated 3 weeks ago
- Genetic-algorithm-based optimisation of resonator dispersion for tailoring Kerr comb states of the Lugiato-Lefever Equation (LLE).☆18Updated last year
- (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…☆79Updated last year
- Training neural networks for inverse design of nanophotonic gratings.☆14Updated 3 years ago
- Objective-first approach to nanophotonic design, implemented in Matlab☆32Updated 6 years ago
- Automated Metasurface Design by Machine Learning☆13Updated 4 years ago