Hybrid Data Augmentation Method for Multimode Sensing in a Whispering Gallery Mode Resonator

Multimode sensing based on whispering gallery mode (WGM) microcavities has attracted significant attention due to its diverse optical modes, which offer the potential for enhanced sensing performance. While AI models excel at integrating multimodal information, their effectiveness in multimode detec...

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Bibliographic Details

Published in:	IEEE Photonics Journal
Main Authors:	Zhihang Chen, Hongliang Ren, Yuhao Zhu, Yuan Wang, Jin Lu, Jin Li, Chang-Ling Zou, Chun-Hua Dong, Qi Xuan
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Multimode sensing whispering gallery mode (WGM) data augmentation autoencoders deep neural network
Online Access:	https://ieeexplore.ieee.org/document/11146647/