A Novel Active Learning Method Combining Adaptive Support Vector Regression and Monte Carlo Simulation for Structural Reliability Assessment

Structural reliability analysis remains challenging when only a limited number of calls to expensive numerical models, such as finite-element solvers, are acceptable. In recent years, active learning (AL) metamodel methods have attracted considerable attention as they offer an efficient and accurate...

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Bibliografische Detailangaben

Hauptverfasser:	Guofeng Xue, Maijia Su, Junhui Li
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	MDPI AG 2025-11-01
Schriftenreihe:	Buildings
Schlagworte:	reliability analysis metamodel active learning support vector regression Monte Carlo simulation
Online-Zugang:	https://www.mdpi.com/2075-5309/15/22/4183
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