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most citedAcoustic Characterization of the Resonator in the Chinese Transverse Flute (dizi)

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eess.AS2025

Physics-Informed Deep Learning for Nonlinear Friction Model of Bow-string Interaction

Xinmeng Luan, Gary Scavone

This study investigates the use of an unsupervised, physics-informed deep learning framework to model a one-degree-of-freedom mass-spring system subjected to a nonlinear friction b…

eess.AS2025

Acoustic Field Reconstruction in Tubes via Physics-Informed Neural Networks

Xinmeng Luan, Kazuya Yokota, Gary Scavone

This study investigates the application of Physics-Informed Neural Networks (PINNs) to inverse problems in acoustic tube analysis, focusing on reconstructing acoustic fields from n…