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Deciphering the connection between upstream obstacles, wake structures, and root signals in seal whisker array sensing using interpretable neural networks

This study presents a novel method that combines a computational fluid-structure interaction model with an interpretable deep-learning model to explore the fundamental mechanisms of seal whisker sensing. By establishing connections between crucial signal patterns, flow characteristics, and attribute...

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Detalles Bibliográficos
Autores principales: Bodaghi, Dariush, Wang, Yuxing, Liu, Geng, Liu, Dongfang, Xue, Qian, Zheng, Xudong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10435080/
https://www.ncbi.nlm.nih.gov/pubmed/37600472
http://dx.doi.org/10.3389/frobt.2023.1231715