iguanaus / ScatterNetLinks
Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks
☆84Updated 3 years ago
Alternatives and similar repositories for ScatterNet
Users that are interested in ScatterNet are comparing it to the libraries listed below
Sorting:
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆89Updated 7 years ago
- Python based continuous adjoint optimization wrapper for Lumerical☆192Updated last year
- Global optimization based on generative neural networks☆117Updated 3 years ago
- ☆46Updated 6 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆86Updated 2 years ago
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices☆177Updated 6 years ago
- ☆33Updated 4 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆198Updated 3 years ago
- Python implementation of rigorous coupled wave analysis, autograd supported for optimization purpose☆89Updated 4 years ago
- GAN-enabled metasuraface design☆64Updated 4 years ago
- 📐 Workshop material for optical inverse design and automatic differentiation☆116Updated 5 years ago
- Use FDTD Solution of Lumericial to simulate the Topological Valley photon☆38Updated 4 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆117Updated this week
- RCWA with inherent automatic differentiation using TensorFlow☆51Updated 4 years ago
- Adjoint-based optimization and inverse design of photonic devices.☆13Updated 6 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆48Updated 2 years ago
- Objective-first approach to nanophotonic design, implemented in Matlab☆33Updated 7 years ago
- Matlab library for nanophotonic inverse design☆21Updated 12 years ago
- Photonic optimization library☆326Updated last year
- Multi-GPU FDFD solver☆64Updated 3 years ago
- ☆61Updated 3 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆47Updated 2 years ago
- Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design☆35Updated 3 years ago
- modules for semi-analytic fourier series solutions for Maxwell's equations. Includes transfer-matrix-method, plane-wave-expansion-method,…☆146Updated 3 years ago
- ☆19Updated last year
- GPU-accelerated RCWA with automatic differentiation☆163Updated last year
- Training neural networks for inverse design of nanophotonic gratings.☆19Updated 4 years ago
- ☆39Updated 4 years ago
- Multipole Expansion for NanoPhotoncis☆51Updated 3 years ago
- Neural Inverse Design of Nanostructures☆45Updated 2 years ago