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Physics-Informed Neural Networks for the Structural Analysis and Monitoring of Railway Bridges: A Systematic Review

Physics-informed neural networks (PINNs) offer a mesh-free approach to solving partial differential equations (PDEs) with embedded physical constraints. Although PINNs have gained traction in various engineering fields, their adoption for railway bridge analysis remains under-explored. To address th...

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Principais autores: Yuniel Martinez, Luis Rojas, Alvaro Peña, Matías Valenzuela, Jose Garcia
格式: Artigo
語言:Inglês
出版: MDPI AG 2025-05-01
叢編:Mathematics
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在線閱讀:https://www.mdpi.com/2227-7390/13/10/1571
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