Structural Safety

Article	Citations
Adaptive approaches in metamodel-based reliability analysis: A review	114
Failure risk analysis of pipelines using data-driven machine learning algorithms	77
Active learning for structural reliability: Survey, general framework and benchmark	74
A review and assessment of importance sampling methods for reliability analysis	74
Engineering analysis with probability boxes: A review on computational methods	63
Gaussian process regression for seismic fragility assessment of building portfolios	52
Fatigue reliability analysis of wind turbine tower under random wind load	49
Probabilistic evaluation of seismic responses using deep learning method	49
Probability-Adaptive Kriging in n-Ball (PAK-Bn) for reliability analysis	47
Consistent seismic hazard and fragility analysis considering combined capacity-demand uncertainties via probability density evolution method	47
Time-dependent reliability-based redundancy assessment of deteriorated RC structures against progressive collapse considering corrosion effect	42
Combination line sampling for structural reliability analysis	42
Probabilistic estimation of flexural loading capacity of existing RC structures based on observational corrosion-induced crack width distribution using machine learning	40
AK-MSS: An adaptation of the AK-MCS method for small failure probabilities	37
Seismic resilience assessment of emergency departments based on the state tree method	37
Damage index fragility assessment of low-rise light-frame wood buildings under long duration subduction earthquakes	35
Seismic damage assessment of unanchored nonstructural components taking into account the building response	34
Ensemble of surrogates combining Kriging and Artificial Neural Networks for reliability analysis with local goodness measurement	34
Gaussian process regression for fatigue reliability analysis of offshore wind turbines	31
A density extrapolation approach to estimate failure probabilities	30
Influence of viscous dampers ultimate capacity on the seismic reliability of building structures	29
Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes	29
An efficient method for incorporating modeling uncertainties into collapse fragility of steel structures	28
Non-intrusive imprecise stochastic simulation by line sampling	27
Active learning and active subspace enhancement for PDEM-based high-dimensional reliability analysis	27

A novel eigenvalue-based iterative simulation method for multi-dimensional homogeneous non-Gaussian stochastic vector fields	27
Revisiting hurricane track model for wind risk assessment	27
A refined subset simulation for the reliability analysis using the subset control variate	26
Effect of the interaction of corrosion pits among multiple tensile rebars on the reliability of RC structures: Experimental and numerical investigation	25
A unified formalism of the GE-GDEE for generic continuous responses and first-passage reliability analysis of multi-dimensional nonlinear systems subjected to non-white-noise excitations	25
Response and first passage probability of linear elastic SDOF systems subjected to nonstationary stochastic excitation modelled through S-transform	24
Framework for probabilistic tsunami hazard assessment considering the effects of sea-level rise due to climate change	24
Highly efficient Bayesian updating using metamodels: An adaptive Kriging-based approach	23
Global reliability sensitivity analysis by Sobol-based dynamic adaptive kriging importance sampling	23
Risk and fragility assessment of residential wooden buildings subject to hurricane winds	22
Probabilistic assessment of steel buildings installed with passive control devices under multi-hazard scenario of earthquake and wind	21
Earthquake risk in reinforced concrete buildings during aftershock sequences based on period elongation and operational earthquake forecasting	21
Subset simulation based approach for space-time-dependent system reliability analysis of corroding pipelines	21
Multi-level, multi-variate, non-stationary, random field modeling and fragility analysis of engineering systems	21
Efficient methodology for seismic fragility curves estimation by active learning on Support Vector Machines	20
Risk-based assessment of blast-resistant design of ultra-high performance concrete columns	20
Reliability analysis of corrosion initiation in reinforced concrete structures subjected to chlorides in presence of epistemic uncertainties	20
Structural reliability analysis: A Bayesian perspective	20
Stochastic optimal control methodologies in risk-informed community resilience planning	19
Optimal inspection and maintenance planning for deteriorating structural components through dynamic Bayesian networks and Markov decision processes	19
Examination of occurrence probability of vortex-induced vibration of long-span bridge decks by Fokker–Planck–Kolmogorov equation	19
The value of monitoring a structural health monitoring system	18
Reliability-based indicator for post-earthquake traffic flow capacity of a highway bridge	18
Physics-based probabilistic models: Integrating differential equations and observational data	18
Adaptive reliability analysis for multi-fidelity models using a collective learning strategy	18
Bayesian deep learning with hierarchical prior: Predictions from limited and noisy data	18
An augmented weighted simulation method for high-dimensional reliability analysis	17
Structural reliability analysis by a Bayesian sparse polynomial chaos expansion	17
An efficient approach for computing analytical non-parametric fragility curves	16
Calibration of the design wind load and snow load considering the historical climate statistics and climate change effects	16
Improved active learning probabilistic approach for the computation of failure probability	16
On the cost-efficiency, significance and effectiveness of terrorism risk reduction strategies for buildings	16
Insights on the impact of structural health monitoring systems on the operation and maintenance of offshore wind support structures	16
Efficient procedure for failure probability function estimation in augmented space	16
Active learning with generalized sliced inverse regression for high-dimensional reliability analysis	15
Rare event estimation with sequential directional importance sampling	15
A Markov framework for generalized post-event systems recovery modeling: From single to multihazards	15
Reliability of the conventional approach for stress/fatigue analysis of pitting corroded pipelines – Development of a safer approach	15
A condition-based dynamic segmentation of large systems using a Changepoints algorithm: A corroding pipeline case	15
Robustness-oriented optimal design for reinforced concrete frames considering the large uncertainty of progressive collapse threats	14
Spectral identification of nonlinear multi-degree-of-freedom structural systems with fractional derivative terms based on incomplete non-stationary data	14
A framework for probabilistic fire loss estimation in concrete building structures	14
Parameterized fragility analysis of steel frame structure subjected to blast loads using Bayesian logistic regression method	14
Consequence classes and associated models for predicting loss of life in collapse of building structures	14
Parameterized deep reinforcement learning-enabled maintenance decision-support and life-cycle risk assessment for highway bridge portfolios	14
A new perspective on the simulation of cross-correlated random fields	14
Blast fragility analysis of RC columns considering chloride-induced corrosion of steel reinforcement	14
Reliability-based investigation into the duration of load effect for the design of timber structures based on Chinese standard	13
Lifetime multi-hazard fragility analysis of transmission towers under earthquake and wind considering wind-induced fatigue effect	13
Multisphere-based importance sampling for structural reliability	13

Asymptotic behavior of seismic hazard curves	13
Comparison of environmental contour and response-based approaches for system reliability analysis of floating structures	13
Non-parametric construction of site-specific non-Gaussian multivariate joint probability distribution from sparse measurements	13
Corrosion evolution of steel bars in RC structures based on Markov chain modeling	13
Optimum life-cycle maintenance strategies of deteriorating highway bridges subject to seismic hazard by a hybrid Markov decision process model	13
Bayesian parameter and joint probability distribution estimation for a hysteretic constitutive model of reinforcing steel	13
Updating structural reliability efficiently using load measurement	12
Probabilistic blast load model for domes under external surface burst explosions	12
Safety assessment for functionally graded structures with material nonlinearity	12
Wind and rain losses for metal-roofed contemporary houses subjected to non-cyclonic windstorms	12
Reliability and fragility assessment of offshore floating wind turbine subjected to tropical cyclone hazard	12
System-reliability-based disaster resilience analysis: Framework and applications to structural systems	12
Acceptable values of collapse margin ratio with different confidence levels	12
The value of flexibility and sequential decision-making in maintenance strategies of infrastructure systems	12
A novel adaptive importance sampling algorithm for Bayesian model updating	11
Multi-fidelity Monte Carlo for seismic risk assessment applications	11
Climate change impact on snow loads in northern Europe	11
A random field model of external metal-loss corrosion on buried pipelines	11
Life cycle resilience quantification and enhancement of power distribution systems: A risk-based approach	11
Cross entropy-based importance sampling for first-passage probability estimation of randomly excited linear structures with parameter uncertainty	11
Efficient Bayesian updating with two-step adaptive Kriging	11
Value of structural health information in partially observable stochastic environments	10
Probabilistic performance assessment of inelastic wind excited structures within the setting of distributed plasticity	10
The GLO method: An efficient algorithm for time-dependent reliability analysis based on outcrossing rate	10
Seismic reliability analysis of energy-dissipation structures by combining probability density evolution method and explicit time-domain method	10
Estimation of coefficient of variation for structural analysis: The correlation interval approach	10
Localized health monitoring for seismic resilience quantification and safety evaluation of smart structures	10
On the ergodicity assumption in Performance-Based engineering	9
Stochastic renewal process model of time-variant tsunami hazard assessment under nonstationary effects of sea-level rise due to climate change	9
Riemannian Manifold Hamiltonian Monte Carlo based subset simulation for reliability analysis in non-Gaussian space	9
Error analysis for approximate structural life-cycle reliability and risk using machine learning methods	9
Structure-to-structure damage correlation for scenario-based regional seismic risk assessment	9
Modelling correlated damage of spatially distributed building portfolios under scenario tropical cyclones	9
Reliability-based design optimisation of structural systems using high-order analytical moments	9
Reliability calibration for the design of multiple-chord CFST trusses by advanced analysis	9
Probabilistic sustainability design of structural concrete components under climate change	9
VoI analysis of temporally continuous SHM information in the context of adaptive risk-based inspection planning	9
Systematic derivation of safety factors for the fatigue design of steel bridges	9
A novel active learning-based Gaussian process metamodelling strategy for estimating the full probability distribution in forward UQ analysis	9
Heterogeneous uncertainty quantification using Bayesian inference for simulation-based design optimization	8
Nonlinear stochastic dynamic analysis by evolutionary tail-equivalent linearization method	8
Typhoon risk and climate-change impact assessment for cultural heritage asset roofs	8
Refined multivariate return period-based ground motion selection and implications for seismic risk assessment	8
A resilience-based framework for decision making based on simulation-optimization approach	8
Homogenizing spatially variable Young modulus using pseudo incremental energy method	8
On the joint tropical cyclone wind and wave hazard	8
System-based reliability analysis of stainless steel frames subjected to gravity and wind loads	8
Influence of corrosion on reliability-based design of steel grid MSE walls	8
Structural reliability reformulation	8
New insights from probabilistic modelling of corrosion in structural reliability analysis	8
Quantile-based sequential optimization and reliability assessment for shape and topology optimization of plane frames using L-moments	8
Quasi-site-specific soil property prediction using a cluster-based hierarchical Bayesian model	8
Probabilistic bulk property estimation using multimodality surface non-destructive measurements for vintage pipes	7
Optimal reliability-based design of complex structural systems	7
Deep reinforcement learning-based decision support system for transportation infrastructure management under hurricane events	7
Surrogate modeling for structural response prediction of a building class	7
Structural reliability analysis of offshore jackets for system-level fatigue design	7
A recurrent-neural-network-based generalized ground-motion model for the Chilean subduction seismic environment	7
Use of transform pairs to represent and simulate nonstationary non-Gaussian process with applications	7
Reliability-based structural response of single-bay steel frames in case of fire and in post-fire conditions	7
Tropical cyclone damage assessment of distributed infrastructure systems under spatially correlated wind speeds	7
Approximation to multivariate normal integral and its application in time-dependent reliability analysis	7
Adaptive stratified sampling for structural reliability analysis	7
Distribution-free stochastic model updating of dynamic systems with parameter dependencies	7
Structural reliability analysis by line sampling: A Bayesian active learning treatment	7
A novel method for the probabilistic assessment of ship grounding damages and their impact on damage stability	6
Reliability analysis of riverbank stability accounting for the intrinsic variability of unsaturated soil parameters	6
On the principle of load combination of structures	6
An adaptive dimension-reduction method-based sparse polynomial chaos expansion via sparse Bayesian learning and Bayesian model averaging	6
Variance of the fatigue damage in non-Gaussian stochastic processes with narrow-band power spectrum	6
Bivariate structural-fire fragility curves for simple-span overpass bridges with composite steel plate girders	6
A hybrid proper orthogonal decomposition-heteroscedastic sparse Gaussian process regression model for evaluating structural reliability with correlated stochastic material properties	6
A deep learning approach for the solution of probability density evolution of stochastic systems	6
Rapid screening method for the determination of regional risk distribution of masonry structures	6
A hierarchy model for the uncertainty quantification of spatial variability in the constitutive parameters of concrete in structures	6
Extension of probabilistic seismic hazard analysis to account for the spatial variability of ground motions at a multi-unit nuclear power plant hard-rock site	6
Seismic reliability analysis using a multi-fidelity surrogate model: Example of base-isolated buildings	6
Seismic reliability analysis of water distribution networks on the basis of the probability density evolution method	6
Firefighting capacity evaluation of water distribution system subjected to multi-ignitions of post-earthquake fires	6
First-passage probability estimation by Poisson branching process model	6

A reliability based measure of structural robustness for coherent systems	6
Life-cycle analysis (LCA) to restore community building portfolios by building back better I: Building portfolio LCA	6
Next generation PBWE: Extension of the SAC-FEMA method to high-rise buildings under wind hazards	5
Fragility assessment for new and deteriorated portal framed industrial buildings subjected to tropical cyclone winds	5
Revaluation of live load models for parking garages based on measurements, simulations, and extreme value determination	5
Probabilistic study of snow loads on flat roofs considering the effects of wind at representative sites in China	5
Ring simulation: A novel simple and efficient simulation method for structural reliability analysis	5
Life-cycle analysis (LCA) to restore community building portfolios by building back better II: Decision formulation	5
Sustainability-based reliability design for reuse of concrete components	5
Evaluation of correlation between engineering demand parameters of structures for seismic system reliability analysis	5
Effect of nonstationary extreme wind speeds and ground snow loads on the structural reliability in a future Canadian changing climate	5
Efficient sampling of the irregular probability distributions of geotechnical parameters for reliability analysis	5
Fragility and comfortability curves development and seismic risk assessment of a masonry building under earthquakes induced by geothermal power plants operation	5
Development of environmental contours for first-year ice ridge statistics	5
An efficient load effect combination method based on probability density evolution method	5
Target reliability index optimization framework for multiple building classes based on community-level objectives	5
Improvements to the probability density evolution method integrated with the change of probability measure on quantifying hybrid uncertainties	5
Spatiotemporal interpolation of surface chloride content for marine RC structures based on non-uniform spatiotemporal Kriging interpolation method	5