iguanaus / ScatterNet
Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks
☆82Updated 2 years ago
Alternatives and similar repositories for ScatterNet:
Users that are interested in ScatterNet are comparing it to the libraries listed below
- ☆28Updated 4 years ago
- ☆44Updated 5 years ago
- GAN-enabled metasuraface design☆60Updated 4 years ago
- Global optimization based on generative neural networks☆108Updated 2 years ago
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆83Updated 6 years ago
- Adjoint-based optimization and inverse design of photonic devices.☆12Updated 5 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆98Updated last year
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆77Updated 2 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆158Updated 2 years ago
- Training neural networks for inverse design of nanophotonic gratings.☆14Updated 3 years ago
- Matlab library for nanophotonic inverse design☆19Updated 11 years ago
- Python based continuous adjoint optimization wrapper for Lumerical☆171Updated last year
- 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
- Neural Networks for Optical Inverse Design☆19Updated 7 years ago
- Use FDTD Solution of Lumericial to simulate the Topological Valley photon☆38Updated 4 years ago
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices☆161Updated 5 years ago
- RCWA with inherent automatic differentiation using TensorFlow☆48Updated 3 years ago
- Rigorous coupled wave analysis and PWEM implemented in short readable python codes☆35Updated 4 years ago
- Python implementation of rigorous coupled wave analysis, autograd supported for optimization purpose☆74Updated 4 years ago
- Codes for the project "Computational Design and Fabrication of Metasurfaces".☆17Updated 4 years ago
- Silicon Photonics Design Tools.☆56Updated 2 months ago
- simulate Magic-Angle Laser with lumerical FDTD☆11Updated 3 years ago
- A collection of Python scripts designed to interface with the Lumerical Design Suite.☆36Updated last month
- Multi-GPU FDFD solver☆58Updated 2 years ago
- Multipole Expansion for NanoPhotoncis☆14Updated 4 years ago
- 📐 Workshop material for optical inverse design and automatic differentiation☆107Updated 5 years ago
- MATLAB Implementation of the Rigorous Coupled Wave Analysis and Plane Wave Expansion Method☆23Updated 8 years ago
- Objective-first approach to nanophotonic design, implemented in Matlab☆32Updated 6 years ago
- Design, optimize, & simulate metasurface lenses (aka diffractive lenses), beam deflectors, gratings etc☆143Updated last year
- Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design☆33Updated 2 years ago