Artificial Neural Networks as Digital Twins for Whispering Gallery Mode Optical Sensors in Robotics Applications

Abstract This paper investigates the use of artificial neural networks (ANNs) as a viable digital twin or alternative to the typical whispering gallery mode (WGM) optical sensors in engineering systems, especially in dynamic environments like robotics. Because of its fragility and limited endurance,...

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Bibliographic Details
Main Authors: Amir R. Ali, Mohamed W. A. Ramadan
Format: Article
Language:English
Published: SpringerOpen 2025-02-01
Series:Photonic Sensors
Subjects:
Online Access:https://doi.org/10.1007/s13320-025-0754-4
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