Research on noise prediction methods for sound barriers based on the integration of conditional generative adversarial networks and numerical methods

This study proposes a novel approach utilizing Conditional Generative Adversarial Networks (CGANs) to accelerate wideband acoustic state analysis, addressing the computational challenges in traditional Boundary Element Method (BEM) approaches. Traditional BEM-based acoustic analysis requires repeate...

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Bibliographic Details
Main Authors: Qian Hu, Ziyu Cui, Hongxue Liu, Senhao Zhong
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Physics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2025.1539545/full
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