twhughes / PhD_Thesis
Adjoint-based optimization and inverse design of photonic devices.
☆12Updated 5 years ago
Alternatives and similar repositories for PhD_Thesis:
Users that are interested in PhD_Thesis are comparing it to the libraries listed below
- Generating metasurface layout and simulating metalens as the superposition of the point source☆24Updated last year
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆43Updated last year
- Inverse design of metasurface with non-local interations☆35Updated last year
- Matlab library for nanophotonic inverse design☆19Updated 11 years ago
- Training neural networks for inverse design of nanophotonic gratings.☆14Updated 3 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆145Updated 2 years ago
- Multipole Expansion for NanoPhotoncis☆13Updated 4 years ago
- ☆16Updated 4 years ago
- 2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu☆12Updated 2 years ago
- Automated Metasurface Design by Machine Learning☆13Updated 4 years ago
- Codes for the project "Computational Design and Fabrication of Metasurfaces".☆17Updated 4 years ago
- ☆13Updated 5 years ago
- ☆13Updated 3 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆87Updated last year
- GAN-enabled metasuraface design☆56Updated 4 years ago
- This is the SUTD PRT dataset for Metasurface Machine Learning☆15Updated last year
- code for Large area optimization of meta-lens via data-free machine learning☆17Updated last year
- ☆27Updated 3 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆26Updated 3 years ago
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆82Updated 6 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆28Updated 3 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 2 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆9Updated 10 months ago
- Appendix D of Hanwei's B. S. Thesis☆26Updated 5 years ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 2 years ago
- ☆28Updated 3 years ago
- A multi-scale differential optimization framework for diffractive optical systems.☆40Updated 9 months ago
- Neural Networks for Optical Inverse Design☆19Updated 7 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 Implementation of the Rigorous Coupled Wave Analysis and Plane Wave Expansion Method☆23Updated 8 years ago