Explainable machine learning model for load-deformation correlation in long-span suspension bridges using XGBoost-SHAP

The deformation of long-span suspension bridges in multiple loads is an important indictor to reflect their operation state. However, the correlation between multiple loads and structural deformation is difficult to quantify. Therefore, this study proposes an explainable machine learning model for t...

Descripció completa

Dades bibliogràfiques

Autors principals:	Mingyang Chen, Jingzhou Xin, Qizhi Tang, Tianyu Hu, Yin Zhou, Jianting Zhou
Format:	Artigo
Idioma:	Inglês
Publicat:	Elsevier 2024-12-01
Col·lecció:	Developments in the Built Environment
Matèries:	Bridge engineering Explainable machine learning SHapley additive exPlanations Suspension bridge Load-deformation correlation
Accés en línia:	http://www.sciencedirect.com/science/article/pii/S2666165924002503
Etiquetes:	Afegir etiqueta Sense etiquetes, Sigues el primer a etiquetar aquest registre!