twhughes / PhD_ThesisLinks
Adjoint-based optimization and inverse design of photonic devices.
☆13Updated 6 years ago
Alternatives and similar repositories for PhD_Thesis
Users that are interested in PhD_Thesis are comparing it to the libraries listed below
Sorting:
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆192Updated 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…☆47Updated 2 years ago
- Inverse design of metasurface with non-local interations☆42Updated 2 years ago
- GAN-enabled metasuraface design☆64Updated 4 years ago
- Matlab library for nanophotonic inverse design☆21Updated 12 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆27Updated last year
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆88Updated 7 years ago
- ☆16Updated 6 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆116Updated 2 years ago
- ☆12Updated 3 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
- 2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu☆13Updated 3 years ago
- ☆11Updated last year
- Automated Metasurface Design by Machine Learning☆18Updated 5 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆24Updated 2 years ago
- ☆19Updated last year
- Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.☆76Updated 3 weeks ago
- Python based continuous adjoint optimization wrapper for Lumerical☆190Updated last year
- GPU-accelerated RCWA with automatic differentiation☆161Updated last year
- ☆39Updated 4 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆84Updated 2 years ago
- MATLAB Implementation of the Rigorous Coupled Wave Analysis and Plane Wave Expansion Method☆30Updated 8 years ago
- Codes for the project "Computational Design and Fabrication of Metasurfaces".☆20Updated 5 years ago
- Python implementation of rigorous coupled wave analysis, autograd supported for optimization purpose☆88Updated 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
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆36Updated 4 years ago
- RCWA with inherent automatic differentiation using TensorFlow☆51Updated 4 years ago
- ☆11Updated 5 years ago
- Implementation of discrete version of GS-algorithm for metasurface holography☆12Updated 5 years ago
- ☆15Updated 4 years ago