DianjingLiu / inverse_design
☆29Updated 4 years ago
Alternatives and similar repositories for inverse_design:
Users that are interested in inverse_design are comparing it to the libraries listed below
- Training neural networks for inverse design of nanophotonic gratings.☆14Updated 3 years ago
- GAN-enabled metasuraface design☆60Updated 4 years ago
- Adjoint-based optimization and inverse design of photonic devices.☆12Updated 5 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆10Updated last year
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆98Updated last year
- Inverse design of metasurface with non-local interations☆37Updated last year
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆162Updated 2 years ago
- Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.☆15Updated last week
- 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
- Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks☆83Updated 2 years ago
- Automated Metasurface Design by Machine Learning☆15Updated 4 years ago
- 2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu☆12Updated 3 years ago
- Neural Networks for Optical Inverse Design☆19Updated 7 years ago
- Matlab library for nanophotonic inverse design☆21Updated 11 years ago
- ☆14Updated 4 years ago
- Appendix D of Hanwei's B. S. Thesis☆26Updated 5 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆25Updated last year
- ☆45Updated 5 years ago
- simulate Magic-Angle Laser with lumerical FDTD☆11Updated 3 years ago
- 深度学习加超表面文献☆26Updated 3 years ago
- ☆29Updated 4 years ago
- ☆17Updated 4 years ago
- Multipole Expansion for NanoPhotoncis☆14Updated 4 years ago
- This is the SUTD PRT dataset for Metasurface Machine Learning☆17Updated 2 years ago
- Code for inverse design of metasurface☆13Updated last year
- code for Large area optimization of meta-lens via data-free machine learning☆20Updated last year
- ☆14Updated 6 years ago
- This code is for of inverse design and forward prediction of disordered waveguide. Full codes updated☆11Updated 4 months ago
- Codes for the project "Computational Design and Fabrication of Metasurfaces".☆17Updated 4 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆30Updated 4 years ago