renjieli08 / Photonics-FDTD-DRLLinks
Optimization and inverse design of photonic crystals using deep reinforcement learning
☆81Updated 2 years ago
Alternatives and similar repositories for Photonics-FDTD-DRL
Users that are interested in Photonics-FDTD-DRL are comparing it to the libraries listed below
Sorting:
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆86Updated 6 years ago
- Silicon Photonics Design Tools.☆59Updated 7 months ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆173Updated 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…☆46Updated last year
- GAN-enabled metasuraface design☆63Updated 4 years ago
- Global optimization based on generative neural networks☆112Updated 2 years ago
- Python based continuous adjoint optimization wrapper for Lumerical☆183Updated last year
- Rigorous coupled wave analysis and PWEM implemented in short readable python codes☆37Updated 4 years ago
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices☆169Updated 5 years ago
- A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…☆20Updated 2 years ago
- Neural Inverse Design of Nanostructures☆43Updated last year
- Efficient electromagnetic solver based on rigorous coupled-wave analysis for 3D and 2D multi-layered structures with in-plane periodicity…☆57Updated 9 months ago
- Adjoint-based optimization and inverse design of photonic devices.☆13Updated 6 years ago
- Electromagnetic simulation (RCWA) & optimization package in Python☆93Updated 8 months ago
- Python implementation of rigorous coupled wave analysis, autograd supported for optimization purpose☆85Updated 4 years ago
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆66Updated 4 years ago
- Fast, scalable, accessible photonic simulation☆143Updated 6 months ago
- simulate Magic-Angle Laser with lumerical FDTD☆12Updated 4 years ago
- 📐 Workshop material for optical inverse design and automatic differentiation☆113Updated 5 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
- testbed problems for photonics optimization☆38Updated last year
- Rigorous Coupled Wave Analyses (RCWA) for layered structures with incommensurate periodicities☆30Updated 6 months ago
- GPU-accelerated RCWA with automatic differentiation☆147Updated last year
- Rigorous Coupled Wave Analysis for the calculation of Photonic Crystal R/T spectra☆123Updated 2 years ago
- Objective-first approach to nanophotonic design, implemented in Matlab☆32Updated 7 years ago
- RCWA with inherent automatic differentiation using TensorFlow☆49Updated 4 years ago
- A collection of Python scripts designed to interface with the Lumerical Design Suite.☆44Updated 2 weeks ago
- varRCWA algorithm implementation with GPU support☆20Updated 2 years ago
- Matlab library for nanophotonic inverse design☆21Updated 12 years ago
- Multipole Expansion for NanoPhotoncis☆47Updated 3 years ago