Surrogate modeling and failure surface visualization for efficient seismic vulnerability assessment of highway bridges

Probabilistic Engineering Mechanics

Volumn 34, Issue , 2013, Pages 189-199

  Ghosh, Jayadipta ^a   Padgett, Jamie E ^b   Dueñas Osorio, Leonardo ^b  

^a AIR Worldwide   (United States)

^b Rice University   (United States)

Author keywords

Dimensionality reduction; Highway bridges; Parameterized seismic fragility; Surrogate models; System reliability

Indexed keywords

DIMENSIONALITY REDUCTION; GROUND MOTION INTENSITIES; MULTIVARIATE ADAPTIVE REGRESSION SPLINES; POLYNOMIAL RESPONSE SURFACE MODEL; SEISMIC FRAGILITY; STATISTICAL LEARNING TECHNIQUES; SURROGATE MODEL; SYSTEM RELIABILITY;

BRIDGE COMPONENTS; FUEL ADDITIVES; HIGHWAY BRIDGES; MONTE CARLO METHODS; RADIAL BASIS FUNCTION NETWORKS; SEISMIC RESPONSE;

COMPUTER SIMULATION;

EID: 84887053485     PISSN: 02668920     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.probengmech.2013.09.003     Document Type: Article

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