jonfanlab / GLOnetLinks
Global optimization based on generative neural networks
☆116Updated 3 years ago
Alternatives and similar repositories for GLOnet
Users that are interested in GLOnet are comparing it to the libraries listed below
Sorting:
- 📐 Workshop material for optical inverse design and automatic differentiation☆115Updated 5 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆84Updated 2 years ago
- ☆61Updated 3 years ago
- modules for semi-analytic fourier series solutions for Maxwell's equations. Includes transfer-matrix-method, plane-wave-expansion-method,…☆143Updated 3 years ago
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices☆173Updated 5 years ago
- ☆46Updated 6 years ago
- Python based continuous adjoint optimization wrapper for Lumerical☆187Updated last year
- RCWA with inherent automatic differentiation using TensorFlow☆51Updated 4 years ago
- Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks☆83Updated 2 years ago
- Python implementation of rigorous coupled wave analysis, autograd supported for optimization purpose☆86Updated 4 years ago
- Rigorous coupled wave analysis and PWEM implemented in short readable python codes☆38Updated 4 years ago
- GAN-enabled metasuraface design☆62Updated 4 years ago
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆87Updated 7 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆190Updated 3 years ago
- Multi-GPU FDFD solver☆62Updated 3 years ago
- GPU-accelerated RCWA with automatic differentiation☆158Updated last year
- Rigorous Coupled Wave Analysis for the calculation of Photonic Crystal R/T spectra☆128Updated 2 years ago
- Adjoint-based optimization and inverse design of photonic devices.☆13Updated 6 years ago
- ☆38Updated 4 years ago
- Rigorous Coupled Wave Analyses (RCWA) for layered structures with incommensurate periodicities☆32Updated 8 months ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆45Updated last year
- ☆12Updated 3 years ago
- Neural Inverse Design of Nanostructures☆45Updated 2 years ago
- Electromagnetic simulation (RCWA) & optimization package in Python☆101Updated 10 months ago
- (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…☆82Updated last year
- Design, optimize, & simulate metasurface lenses (aka diffractive lenses), beam deflectors, gratings etc☆163Updated last year
- A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…☆21Updated 3 years ago
- Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.☆50Updated this week
- ☆33Updated 4 years ago
- Objective-first approach to nanophotonic design, implemented in Matlab☆33Updated 7 years ago