Solving Inverse Wave Problems Using Spacetime Radial Basis Functions in Neural Networks

Conventional methods for solving inverse wave problems struggle with ill-posedness, significant computational demands, and discretization errors. In this study, we propose an innovative framework for solving inverse problems in wave equations by using deep learning techniques with spacetime radial b...

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Hlavní autoři: Chih-Yu Liu, Cheng-Yu Ku, Wei-Da Chen, Ying-Fan Lin, Jun-Hong Lin
Médium: Článek
Jazyk:English
Vydáno: MDPI AG 2025-02-01
Edice:Mathematics
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On-line přístup:https://www.mdpi.com/2227-7390/13/5/725