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Machine learning assisted plasmonic metascreen for enhanced broadband absorption in ultra-thin silicon films

Waqas W.Ahmed Haicheng Cao Changqing Xu Mohamed Farhat Muhammad Amin Xiaohang Li Xiangliang Zhang Ying Wu

光：科学与应用（英文版）2025，Vol.14Issue(2)：411-421,11.

光：科学与应用（英文版）2025，Vol.14Issue(2)：411-421,11.DOI:10.1038/s41377-024-01723-8

Machine learning assisted plasmonic metascreen for enhanced broadband absorption in ultra-thin silicon films

Waqas W.Ahmed ¹Haicheng Cao ¹Changqing Xu ¹Mohamed Farhat ¹Muhammad Amin ²Xiaohang Li ³Xiangliang Zhang ⁴Ying Wu³

作者信息

1. Division of Computer,Electrical and Mathematical Sciences and Engineering,King Abdullah University of Science and Technology(KAUST),Thuwal 23955-6900,Saudi Arabia
2. College of Engineering,Taibah University,Madinah 42353,Saudi Arabia
3. Division of Computer,Electrical and Mathematical Sciences and Engineering,King Abdullah University of Science and Technology(KAUST),Thuwal 23955-6900,Saudi Arabia||Division of Physical Science and Engineering,King Abdullah University of Science and Technology(KAUST),Thuwal 23955-6900,Saudi Arabia
4. Division of Computer,Electrical and Mathematical Sciences and Engineering,King Abdullah University of Science and Technology(KAUST),Thuwal 23955-6900,Saudi Arabia||Department of Computer Science and Engineering,University of Notre Dame,Notre Dame,IN 46556,USA
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摘要

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Waqas W.Ahmed,Haicheng Cao,Changqing Xu,Mohamed Farhat,Muhammad Amin,Xiaohang Li,Xiangliang Zhang,Ying Wu..Machine learning assisted plasmonic metascreen for enhanced broadband absorption in ultra-thin silicon films[J].光：科学与应用（英文版）,2025,14(2):411-421,11.

基金项目

The work described here is supported by King Abdullah University of Science and Technology(KAUST)Artificial Intelligence Initiative Fund,KAUST Baseline Research Fund No.BAS/1/1626-01-01 and KAUST Office of the Sponsored Research under grant nos.OSR-2020-CRG9-4374 and OSR-2022-CRG11-5055. （KAUST）

光：科学与应用（英文版）

ISSN：2095-5545

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