Identification of Sarin Simulant DMMP Based on a Laminated MOS Sensor Using Article Swarm Optimization-Backpropagation Neural Network

Identification of Sarin Simulant DMMP Based on a Laminated MOS Sensor Using Article Swarm Optimization-Backpropagation Neural Network

A Pt@CeLaCoNiOx/Co@SnO<sub>2</sub> laminated MOS sensor was prepared using Co@SnO<sub>2</sub> as the gas-sensitive film material and Pt@CeLaCoNiOx as the catalytic film material. The sensor was verified to exhibit good sensing performances for dimethyl methylphosphonate, a si...

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Bibliographic Details
Main Authors: Ting Liang, Yelin Qi, Shuya Cao, Rui Yan, Jin Gu, Yadong Liu
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Sensors
Subjects:
MOS sensor
DMMP
PSO-BPNN
selectivity
identification
Online Access:https://www.mdpi.com/1424-8220/25/9/2734
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