dongjin-seo2020 / 1DFreeFormDQNLinks
Design code of 1D free-from deflector metasurface
☆21Updated 2 years ago
Alternatives and similar repositories for 1DFreeFormDQN
Users that are interested in 1DFreeFormDQN are comparing it to the libraries listed below
Sorting:
- GAN-enabled metasuraface design☆62Updated 4 years ago
- Here, we use Deep SHAP (or SHAP) to explain the behavior of nanophotonic structures learned by a convolutional neural network (CNN). Refe…☆21Updated 3 years ago
- Adjoint-based optimization and inverse design of photonic devices.☆13Updated 6 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆83Updated 2 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆188Updated 3 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆26Updated 4 years ago
- Global optimization based on generative neural networks☆116Updated 2 years ago
- Automated Metasurface Design by Machine Learning☆18Updated 4 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆114Updated 2 years ago
- Electromagnetic simulation (RCWA) & optimization package in Python☆100Updated 10 months ago
- A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…☆21Updated 2 years ago
- Inverse design of metasurface with non-local interations☆38Updated 2 years 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
- Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.☆42Updated last month
- A Generic Framework for Optical Inverse Design☆28Updated 6 months ago
- 📐 Workshop material for optical inverse design and automatic differentiation☆114Updated 5 years ago
- Python code for electron beam lithography proximity correction.☆19Updated 7 years ago
- ☆13Updated 3 years ago
- Official implementation of Neural Lithography (SIGGRAPH Asia 2023)☆41Updated 7 months ago
- Neural Inverse Design of Nanostructures☆45Updated 2 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
- code for Large area optimization of meta-lens via data-free machine learning☆24Updated 2 years ago
- ☆12Updated 3 years ago
- ☆11Updated last year
- ☆61Updated 3 years ago
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆87Updated 7 years ago
- Rigorous coupled wave analysis and PWEM implemented in short readable python codes☆38Updated 4 years ago
- (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…☆80Updated last year
- Genetic-algorithm-based optimisation of resonator dispersion for tailoring Kerr comb states of the Lugiato-Lefever Equation (LLE).☆22Updated 2 years ago
- Appendix D of Hanwei's B. S. Thesis☆28Updated 6 years ago