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Guido Morgenthal

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#machine learning Open access Aug 2026

Modelling non-linear aeroelastic loads in long-span bridges with extreme learning machines

Accurate modelling of aerodynamic loads is essential for predicting instabilities and ensuring the safety of long-span bridges. A methodology is introduced for modelling aerodynamic self-excited forces in bridge-deck cross-sections using extreme learning machines (ELMs). ELMs, as single-layer feedforward neural network...

G. Tondo, S. Chawdhury, Sergio Andrés Castaño Giraldo et al. · 0 citations

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