Multiphase flow detection with photonic crystals and deep learning

Autor: Lang Feng, Stefan Natu, Victoria Som de Cerff Edmonds, John J. Valenza
Jazyk: angličtina
Rok vydání: 2022
Předmět:
Zdroj: Nature Communications, Vol 13, Iss 1, Pp 1-10 (2022)
Druh dokumentu: article
ISSN: 2041-1723
DOI: 10.1038/s41467-022-28174-2
Popis: Photonic crystal (PC)-based sensing is an attractive approach for achieving accurate environmental sensing applications due to its band structure. Here, the authors utilize microwave transmission through PCs and deep learning physics-based data analytics to characterize flowing fluid mixtures.
Databáze: Directory of Open Access Journals