dongjin-seo2020 / 1DFreeFormDQN
Design code of 1D free-from deflector metasurface
☆18Updated last year
Related projects: ⓘ
- GAN-enabled metasuraface design☆47Updated 3 years ago
- Electromagnetic simulation (RCWA) & optimization package in Python☆62Updated last week
- Here, we use Deep SHAP (or SHAP) to explain the behavior of nanophotonic structures learned by a convolutional neural network (CNN). Refe…☆19Updated 2 years ago
- ☆23Updated 3 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆21Updated 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…☆39Updated 9 months ago
- (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…☆75Updated 7 months ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆117Updated 2 years ago
- RCWA with inherent automatic differentiation using TensorFlow☆43Updated 3 years ago
- Inverse design of metasurface with non-local interations☆28Updated last year
- Global optimization based on generative neural networks☆99Updated last year
- Adjoint-based optimization and inverse design of photonic devices.☆11Updated 5 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆53Updated last year
- Matlab library for nanophotonic inverse design☆19Updated 11 years ago
- GPU-accelerated RCWA with automatic differentiation☆96Updated 3 months ago
- Rigorous coupled wave analysis and PWEM implemented in short readable python codes☆32Updated 3 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆75Updated 10 months ago
- PyTorch implementation of tandem neural networks.☆16Updated 3 years ago
- Neural Inverse Design of Nanostructures☆37Updated 10 months ago
- Multi-GPU FDFD solver☆53Updated 2 years ago
- Training neural networks for inverse design of nanophotonic gratings.☆14Updated 2 years ago
- Automated Metasurface Design by Machine Learning☆12Updated 3 years ago
- Codes for the project "Computational Design and Fabrication of Metasurfaces".☆17Updated 4 years ago
- DFlat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may b…☆56Updated last week
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆28Updated last year
- simulate Magic-Angle Laser with lumerical FDTD☆10Updated 3 years ago
- ☆26Updated 3 years ago
- Python implementation of rigorous coupled wave analysis, autograd supported for optimization purpose☆62Updated 3 years ago
- ☆24Updated 2 years ago
- Repository for "360° Structured Light with Learned Metasurfaces"☆13Updated 3 months ago