Uniform Design–Based Gaussian Process Regression for Data-Driven Rapid Fragility Assessment of Bridges

Seismic fragility assessment framework for highway bridges based on an improved uniform design-response surface model methodology

(2020) Huihui Li et al.   Bulletin of Earthquake Engineering

Probabilistic seismic fragility and loss analysis of concrete bridge piers with superelastic shape memory alloy-steel coupled reinforcing bars

(2020) Nailiang Xiang et al.   ENGINEERING STRUCTURES

Seismic assessment of deep water bridges in reservoir considering hydrodynamic effects using endurance time analysis

(2020) Yutao Pang et al.   OCEAN ENGINEERING

Seismic Behavior of Pile-Group-Supported Bridges in Liquefiable Soils with Crusts Subjected to Potential Scour: Insights from Shake-Table Tests

(2020) Xiaowei Wang et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Optimal intensity measures for probabilistic seismic demand models of a cable-stayed bridge based on generalized linear regression models

(2020) Junjun Guo et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Seismic performance assessment of different fibers reinforced concrete columns using incremental dynamic analysis

(2019) Yutao Pang et al.   CONSTRUCTION AND BUILDING MATERIALS

Optimal EDPs for Post-Earthquake Damage Assessment of Extended Pile-Shaft-Supported Bridges Subjected to Transverse Spreading

(2019) Xiaowei Wang et al.   EARTHQUAKE SPECTRA

Fractional order optimal intensity measures for probabilistic seismic demand modeling of extended pile-shaft-supported bridges in liquefiable and laterally spreading ground

(2019) Xiaowei Wang et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

On the application of machine learning techniques to derive seismic fragility curves

(2019) Jalal Kiani et al.   COMPUTERS & STRUCTURES

Shake‐table investigation of scoured RC pile‐group‐supported bridges in liquefiable and nonliquefiable soils

(2019) Xiaowei Wang et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Effect of reinforcement grade and concrete strength on seismic performance of reinforced concrete bridge piers

(2019) Junsheng Su et al.   ENGINEERING STRUCTURES

Resilience and life-cycle performance of smart bridges with shape memory alloy (SMA)-cable-based bearings

(2018) Yue Zheng et al.   CONSTRUCTION AND BUILDING MATERIALS

Approaches to the rapid seismic damage prediction of r/c buildings using artificial neural networks

(2018) Konstantinos Morfidis et al.   ENGINEERING STRUCTURES

Artificial neural network based multi-dimensional fragility development of skewed concrete bridge classes

(2018) Sujith Mangalathu et al.   ENGINEERING STRUCTURES

Comparison of statistical and machine learning approaches to modeling earthquake damage to water pipelines

(2018) Adam Bagriacik et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Optimal Intensity Measures in Probabilistic Seismic Demand Models of Cable-Stayed Bridges Subjected to Pulse-Like Ground Motions

(2018) Jian Zhong et al.   Journal of Bridge Engineering

Seismic Resilience of Transportation Networks with Deteriorating Components

(2016) Alice Alipour et al.   JOURNAL OF STRUCTURAL ENGINEERING

Seismic Resilience of Transportation Networks with Deteriorating Components

(2016) Alice Alipour et al.   JOURNAL OF STRUCTURAL ENGINEERING

Efficient Analytical Fragility Function Fitting Using Dynamic Structural Analysis

(2015) Jack W. Baker   EARTHQUAKE SPECTRA

Risk and resilience assessment of bridges under mainshock and aftershocks incorporating uncertainties

(2015) You Dong et al.   ENGINEERING STRUCTURES

Parameter Selection in Finite-Element-Model Updating by Global Sensitivity Analysis Using Gaussian Process Metamodel

(2015) Hua-Ping Wan et al.   JOURNAL OF STRUCTURAL ENGINEERING

Parameter Selection in Finite-Element-Model Updating by Global Sensitivity Analysis Using Gaussian Process Metamodel

(2015) Hua-Ping Wan et al.   JOURNAL OF STRUCTURAL ENGINEERING

An Artificial Neural Network Based Method for Seismic Fragility Analysis of Highway Bridges

(2014) Yutao Pang et al.   ADVANCES IN STRUCTURAL ENGINEERING

A hybrid spectral and metamodeling approach for the stochastic finite element analysis of structural dynamic systems

(2013) A. Kundu et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

A probabilistic approach for the prediction of seismic resilience of bridges

(2013) Alberto Decò et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Seismic Fragility Analysis of Cable-Stayed Bridges Considering Different Sources of Uncertainties

(2013) Yutao Pang et al.   Journal of Bridge Engineering

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

(2013) Jayadipta Ghosh et al.   PROBABILISTIC ENGINEERING MECHANICS

Damage Assessment and Seismic Intensity Analysis of the 2010 (Mw 8.8) Maule Earthquake

(2012) Maximiliano Astroza et al.   EARTHQUAKE SPECTRA

A support vector density-based importance sampling for reliability assessment

(2012) Hongzhe Dai et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Seismic reliability assessment of RC structures including soil–structure interaction using wavelet weighted least squares support vector machine

(2012) Mohsen Khatibinia et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Developing fragility curves based on neural network IDA predictions

(2011) Chara Ch. Mitropoulou et al.   ENGINEERING STRUCTURES

Reconnaissance Report on Damage of Bridges in 2008 Wenchuan, China, Earthquake

(2011) Kazuhiko Kawashima et al.   JOURNAL OF EARTHQUAKE ENGINEERING

Probabilistic uncertainty analysis of an FRF of a structure using a Gaussian process emulator

(2011) Thomas E. Fricker et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Failure and reliability prediction by support vector machines regression of time series data

(2011) Márcio das Chagas Moura et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Reconnaissance Observation on Bridge Damage Caused by the 2008 Wenchuan (China) Earthquake

(2010) Chu-Chieh Jay Lin et al.   EARTHQUAKE SPECTRA

Response Surface–Based Finite-Element-Model Updating Using Structural Static Responses

(2010) Wei-Xin Ren et al.   JOURNAL OF ENGINEERING MECHANICS

Field-observed phenomena of seismic liquefaction and subsidence during the 2008 Wenchuan earthquake in China

(2010) Yu Huang et al.   NATURAL HAZARDS

Artificial neural network-based response surface methods for reliability analysis of pre-stressed concrete bridges

(2010) Jin Cheng et al.   Structure and Infrastructure Engineering

Rapid assessment of seismic demand in existing building structures

(2009) Hing-Ho Tsang et al.   STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS

Damage investigation of girder bridges under the Wenchuan earthquake and corresponding seismic design recommendations

(2008) Jianzhong Li et al.   Earthquake Engineering and Engineering Vibration

A preliminary report on the Great Wenchuan Earthquake

(2008) Zifa Wang   Earthquake Engineering and Engineering Vibration

Prediction of seismic-induced structural damage using artificial neural networks

(2008) Oliver Richard de Lautour et al.   ENGINEERING STRUCTURES

Selection of optimal intensity measures in probabilistic seismic demand models of highway bridge portfolios

(2007) Jamie E. Padgett et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS