preprint · SSRN Electronic Journal

A Smart Gas Sensing Framework Based on Microstrip Ring Resonatorand Hybrid GRU–Transformer Deep Learning for Amplitude-Shift Prediction

Abdellah Elzaar
Amira BOUSELMI
Toufik Bakir

2025Open accessAbdelmalek Essaâdi University

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Research topics

Acoustic Wave Resonator Technologies
Advanced Fiber Optic Sensors
Flow Measurement and Analysis

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DOI: 10.2139/ssrn.5434602

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