DianjingLiu / inverse_design
☆27Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for inverse_design
- Inverse design of metasurface with non-local interations☆31Updated last year
- Training neural networks for inverse design of nanophotonic gratings.☆14Updated 2 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆134Updated 2 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆22Updated 11 months ago
- Adjoint-based optimization and inverse design of photonic devices.☆11Updated 5 years ago
- GAN-enabled metasuraface design☆54Updated 3 years ago
- Automated Metasurface Design by Machine Learning☆14Updated 3 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆79Updated last year
- Simulation and optimization of dielectric metalens with Tidy3D☆25Updated 3 years ago
- ☆13Updated 5 years ago
- Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks☆79Updated last year
- Multipole Expansion for NanoPhotoncis☆13Updated 3 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆32Updated last year
- Matlab library for nanophotonic inverse design☆19Updated 11 years ago
- Appendix D of Hanwei's B. S. Thesis☆23Updated 5 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆41Updated 11 months ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆27Updated 3 years ago
- This is the SUTD PRT dataset for Metasurface Machine Learning☆15Updated last year
- Inverse design of metasurface using Generative Adversarial Neural Network☆11Updated 2 years ago
- Codes for the project "Computational Design and Fabrication of Metasurfaces".☆17Updated 4 years ago
- ☆12Updated 3 years ago
- Neural Networks for Optical Inverse Design☆18Updated 7 years ago
- simulate Magic-Angle Laser with lumerical FDTD☆10Updated 3 years ago
- ☆27Updated 3 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆19Updated last year
- 2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu☆11Updated 2 years ago
- MATLAB Implementation of the Rigorous Coupled Wave Analysis and Plane Wave Expansion Method☆22Updated 7 years ago
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆77Updated 6 years ago
- A multi-scale differential optimization framework for diffractive optical systems.☆38Updated 7 months ago
- Here, we use Deep SHAP (or SHAP) to explain the behavior of nanophotonic structures learned by a convolutional neural network (CNN). Refe…☆20Updated 2 years ago