Frontiers in gas sensing with semiconducting metal oxide array electronic noses
Abstract
, focusing on innovative material strategies such as micro-nano engineering, noble metal modification, rare-earth doping, μLED photoactivation, and rGO composites. Advanced machine learning, particularly deep learning, significantly enhances selectivity and prediction accuracy. Future efforts will focus on miniaturization, energy efficiency, and intelligent system development.
Fields of Study & Subjects
Advanced Chemical Sensor Technologies
Gas Sensing Nanomaterials and Sensors
Insect Pheromone Research and Control
Publication details
- Journal / source
- Dalton Transactions
- Publisher
- Royal Society of Chemistry (RSC)
- Volume
- 55
- Issue
- 10
- Pages
- 4037–4045
- Publication date
- 1 January 2026
- Language
- EN