A physics-informed machine learning based dispersion curve estimation for non-homogeneous media

Modern machine learning has been on the rise in many scientific domains, such as acoustics. Many scientific problems face challenges with limited data, which prevent the use of the many powerful machine learning strategies. In response, the physics of wave-propagation can be exploited to reduce the...

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Bibliographische Detailangaben
Hauptverfasser: Tetali, Harsha Vardhan, Harley, Joel B.
Format: Tagungsbericht
Sprache:eng
Online-Zugang:Volltext
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