iguanaus / ScatterNet
Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks
☆79Updated last year
Related projects ⓘ
Alternatives and complementary repositories for ScatterNet
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆77Updated 6 years ago
- ☆27Updated 3 years ago
- Global optimization based on generative neural networks☆101Updated 2 years ago
- ☆43Updated 5 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆60Updated last year
- GAN-enabled metasuraface design☆54Updated 3 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆134Updated 2 years ago
- Adjoint-based optimization and inverse design of photonic devices.☆11Updated 5 years ago
- Training neural networks for inverse design of nanophotonic gratings.☆14Updated 2 years ago
- Matlab library for nanophotonic inverse design☆19Updated 11 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆79Updated last year
- Simulation and optimization of dielectric metalens with Tidy3D☆25Updated 3 years ago
- Python based continuous adjoint optimization wrapper for Lumerical☆161Updated 8 months ago
- Multi-GPU FDFD solver☆56Updated 2 years ago
- Use FDTD Solution of Lumericial to simulate the Topological Valley photon☆35Updated 3 years ago
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices☆157Updated 4 years ago
- Python implementation of rigorous coupled wave analysis, autograd supported for optimization purpose☆65Updated 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…☆41Updated 11 months ago
- Objective-first approach to nanophotonic design, implemented in Matlab☆32Updated 6 years ago
- Silicon Photonics Design Tools.☆49Updated 2 weeks ago
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆58Updated 3 years ago
- MATLAB Implementation of the Rigorous Coupled Wave Analysis and Plane Wave Expansion Method☆22Updated 7 years ago
- Multipole Expansion for NanoPhotoncis☆13Updated 3 years ago
- Arrayed Waveguide Grating (AWG) model and simulation in Matlab☆17Updated 3 years ago
- RCWA with inherent automatic differentiation using TensorFlow☆42Updated 3 years ago
- simulate Magic-Angle Laser with lumerical FDTD☆10Updated 3 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆32Updated last year
- Codes for the project "Computational Design and Fabrication of Metasurfaces".☆17Updated 4 years ago
- Design, optimize, & simulate metasurface lenses (aka diffractive lenses), beam deflectors, gratings etc☆135Updated 10 months ago