Successful visualization of the odor discrimination process in an AI-assisted olfactory sensor
Peer-Reviewed Publication
Updates every hour. Last Updated: 17-Jan-2026 05:11 ET (17-Jan-2026 10:11 GMT/UTC)
NIMS has been developing chemical sensors as a key component of the artificial olfaction technology (olfactory sensors), with the aim of putting this technology into practical use. In this study, explainable AI (XAI) was used to reveal how chemical sensors discriminate among various odorant molecules. The findings may help guide the selection of receptor materials for developing high-performance chemical sensors capable of detecting odorant molecules. The achievement is expected not only to improve the performance of artificial olfaction but also to advance understanding of human olfactory mechanisms. This research was published online in ACS Applied Materials & Interfaces on September 9, 2025.
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