Nanowire design by deep learning for energy efficient photonic technologies
Optics
2025-06-25 v1 Materials Science
Abstract
This work describes our vision and proposal for the design of next generation photonic devices based on custom-designed semiconductor nanowires. The integration of multi-million-atom electronic structure and optical simulations with the supervised machine learning models will pave the way for transformative nanowire-based technologies, offering opportunities for the next generation energy-efficient greener photonics.
Cite
@article{arxiv.2501.10911,
title = {Nanowire design by deep learning for energy efficient photonic technologies},
author = {Muhammad Usman},
journal= {arXiv preprint arXiv:2501.10911},
year = {2025}
}
Comments
12 pages, 4 figures;