Physics-assisted machine learning for THz time-domain spectroscopy: sensing leaf wetness

Abstract Signal processing techniques are of vital importance to bring THz spectroscopy to a maturity level to reach practical applications. In this work, we illustrate the use of machine learning techniques for THz time-domain spectroscopy assisted by domain knowledge based on light–matter interact...

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Bibliografske podrobnosti
Main Authors: Milan Koumans, Daan Meulendijks, Haiko Middeljans, Djero Peeters, Jacob C. Douma, Dook van Mechelen
Format: Article
Jezik:English
Izdano: Nature Portfolio 2024-03-01
Serija:Scientific Reports
Online dostop:https://doi.org/10.1038/s41598-024-57161-4