Structural Safety

Article	Citations
Adaptive approaches in metamodel-based reliability analysis: A review	150
Active learning for structural reliability: Survey, general framework and benchmark	105
A review and assessment of importance sampling methods for reliability analysis	104
Failure risk analysis of pipelines using data-driven machine learning algorithms	94
Engineering analysis with probability boxes: A review on computational methods	77
Consistent seismic hazard and fragility analysis considering combined capacity-demand uncertainties via probability density evolution method	67
Gaussian process regression for seismic fragility assessment of building portfolios	65
Fatigue reliability analysis of wind turbine tower under random wind load	59
Probabilistic estimation of flexural loading capacity of existing RC structures based on observational corrosion-induced crack width distribution using machine learning	48
Time-dependent reliability-based redundancy assessment of deteriorated RC structures against progressive collapse considering corrosion effect	46
Combination line sampling for structural reliability analysis	43
Seismic damage assessment of unanchored nonstructural components taking into account the building response	41
Gaussian process regression for fatigue reliability analysis of offshore wind turbines	40
Ensemble of surrogates combining Kriging and Artificial Neural Networks for reliability analysis with local goodness measurement	38
A density extrapolation approach to estimate failure probabilities	36
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	34
An efficient method for incorporating modeling uncertainties into collapse fragility of steel structures	33
Examination of occurrence probability of vortex-induced vibration of long-span bridge decks by Fokker–Planck–Kolmogorov equation	32
Active learning and active subspace enhancement for PDEM-based high-dimensional reliability analysis	31
Influence of viscous dampers ultimate capacity on the seismic reliability of building structures	31
The value of monitoring a structural health monitoring system	31
Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes	31
Revisiting hurricane track model for wind risk assessment	31
A novel eigenvalue-based iterative simulation method for multi-dimensional homogeneous non-Gaussian stochastic vector fields	31
A refined subset simulation for the reliability analysis using the subset control variate	29

Structural reliability analysis: A Bayesian perspective	29
Optimal inspection and maintenance planning for deteriorating structural components through dynamic Bayesian networks and Markov decision processes	29
Global reliability sensitivity analysis by Sobol-based dynamic adaptive kriging importance sampling	28
Effect of the interaction of corrosion pits among multiple tensile rebars on the reliability of RC structures: Experimental and numerical investigation	28
Framework for probabilistic tsunami hazard assessment considering the effects of sea-level rise due to climate change	27
Risk and fragility assessment of residential wooden buildings subject to hurricane winds	26
Subset simulation based approach for space-time-dependent system reliability analysis of corroding pipelines	26
Lifetime multi-hazard fragility analysis of transmission towers under earthquake and wind considering wind-induced fatigue effect	25
Response and first passage probability of linear elastic SDOF systems subjected to nonstationary stochastic excitation modelled through S-transform	25
Efficient procedure for failure probability function estimation in augmented space	25
Rare event estimation with sequential directional importance sampling	23
Multi-level, multi-variate, non-stationary, random field modeling and fragility analysis of engineering systems	23
Risk-based assessment of blast-resistant design of ultra-high performance concrete columns	23
Active learning with generalized sliced inverse regression for high-dimensional reliability analysis	21
A Markov framework for generalized post-event systems recovery modeling: From single to multihazards	20
An augmented weighted simulation method for high-dimensional reliability analysis	20
Adaptive reliability analysis for multi-fidelity models using a collective learning strategy	20
Optimum life-cycle maintenance strategies of deteriorating highway bridges subject to seismic hazard by a hybrid Markov decision process model	19
Physics-based probabilistic models: Integrating differential equations and observational data	19
Corrosion evolution of steel bars in RC structures based on Markov chain modeling	18
Insights on the impact of structural health monitoring systems on the operation and maintenance of offshore wind support structures	18
Structural reliability analysis by a Bayesian sparse polynomial chaos expansion	18
Calibration of the design wind load and snow load considering the historical climate statistics and climate change effects	18
Reliability-based indicator for post-earthquake traffic flow capacity of a highway bridge	18
System-reliability-based disaster resilience analysis: Framework and applications to structural systems	18
Parameterized deep reinforcement learning-enabled maintenance decision-support and life-cycle risk assessment for highway bridge portfolios	18
Quasi-site-specific soil property prediction using a cluster-based hierarchical Bayesian model	17
Robustness-oriented optimal design for reinforced concrete frames considering the large uncertainty of progressive collapse threats	17
Non-parametric construction of site-specific non-Gaussian multivariate joint probability distribution from sparse measurements	17
Parameterized fragility analysis of steel frame structure subjected to blast loads using Bayesian logistic regression method	17
A random field model of external metal-loss corrosion on buried pipelines	16
A hybrid proper orthogonal decomposition-heteroscedastic sparse Gaussian process regression model for evaluating structural reliability with correlated stochastic material properties	16
Improved active learning probabilistic approach for the computation of failure probability	16
Blast fragility analysis of RC columns considering chloride-induced corrosion of steel reinforcement	16
A framework for probabilistic fire loss estimation in concrete building structures	16
Stochastic renewal process model of time-variant tsunami hazard assessment under nonstationary effects of sea-level rise due to climate change	15
Bayesian parameter and joint probability distribution estimation for a hysteretic constitutive model of reinforcing steel	15
A new perspective on the simulation of cross-correlated random fields	15
Structure-to-structure damage correlation for scenario-based regional seismic risk assessment	15
Multi-fidelity Monte Carlo for seismic risk assessment applications	15
Comparison of environmental contour and response-based approaches for system reliability analysis of floating structures	14
The GLO method: An efficient algorithm for time-dependent reliability analysis based on outcrossing rate	14
Localized health monitoring for seismic resilience quantification and safety evaluation of smart structures	14
Asymptotic behavior of seismic hazard curves	14
Climate change impact on snow loads in northern Europe	13
Multisphere-based importance sampling for structural reliability	13
Structural reliability analysis by line sampling: A Bayesian active learning treatment	13
On the ergodicity assumption in Performance-Based engineering	13
Reliability and fragility assessment of offshore floating wind turbine subjected to tropical cyclone hazard	13
Reliability-based investigation into the duration of load effect for the design of timber structures based on Chinese standard	13

Cross entropy-based importance sampling for first-passage probability estimation of randomly excited linear structures with parameter uncertainty	13
Typhoon risk and climate-change impact assessment for cultural heritage asset roofs	13
Seismic reliability analysis using a multi-fidelity surrogate model: Example of base-isolated buildings	12
Probabilistic blast load model for domes under external surface burst explosions	12
Efficient sampling of the irregular probability distributions of geotechnical parameters for reliability analysis	12
Estimation of coefficient of variation for structural analysis: The correlation interval approach	12
Time-dependent structural reliability under nonstationary and non-Gaussian processes	12
Efficient Bayesian updating with two-step adaptive Kriging	12
Value of structural health information in partially observable stochastic environments	12
Riemannian Manifold Hamiltonian Monte Carlo based subset simulation for reliability analysis in non-Gaussian space	12
Bayesian updating of model parameters using adaptive Gaussian process regression and particle filter	11
VoI analysis of temporally continuous SHM information in the context of adaptive risk-based inspection planning	11
Fragility and comfortability curves development and seismic risk assessment of a masonry building under earthquakes induced by geothermal power plants operation	11
A resilience-based framework for decision making based on simulation-optimization approach	11
A recurrent-neural-network-based generalized ground-motion model for the Chilean subduction seismic environment	11
Life cycle resilience quantification and enhancement of power distribution systems: A risk-based approach	11
Seismic reliability analysis of energy-dissipation structures by combining probability density evolution method and explicit time-domain method	11
A novel adaptive importance sampling algorithm for Bayesian model updating	11
Deep reinforcement learning-based decision support system for transportation infrastructure management under hurricane events	11
Systematic derivation of safety factors for the fatigue design of steel bridges	11
Probabilistic sustainability design of structural concrete components under climate change	10
Modelling correlated damage of spatially distributed building portfolios under scenario tropical cyclones	10
Reliability calibration for the design of multiple-chord CFST trusses by advanced analysis	10
Refined multivariate return period-based ground motion selection and implications for seismic risk assessment	10
Evaluation of correlation between engineering demand parameters of structures for seismic system reliability analysis	10
Structural reliability reformulation	10
Next generation PBWE: Extension of the SAC-FEMA method to high-rise buildings under wind hazards	10
Quantile-based sequential optimization and reliability assessment for shape and topology optimization of plane frames using L-moments	10
Reliability-based structural response of single-bay steel frames in case of fire and in post-fire conditions	10
Optimal reliability-based design of complex structural systems	9
Nonlinear stochastic dynamic analysis by evolutionary tail-equivalent linearization method	9
New insights from probabilistic modelling of corrosion in structural reliability analysis	9
Variance reduction function for a potential inclined slip line in a spatially variable soil	9
Surrogate modeling for structural response prediction of a building class	9
Variance of the fatigue damage in non-Gaussian stochastic processes with narrow-band power spectrum	9
Error analysis for approximate structural life-cycle reliability and risk using machine learning methods	9
Improvements to the probability density evolution method integrated with the change of probability measure on quantifying hybrid uncertainties	9
System-based reliability analysis of stainless steel frames subjected to gravity and wind loads	8
Homogenizing spatially variable Young modulus using pseudo incremental energy method	8
A hierarchy model for the uncertainty quantification of spatial variability in the constitutive parameters of concrete in structures	8
Adaptive stratified sampling for structural reliability analysis	8
Adaptive subset simulation for time-dependent small failure probability incorporating first failure time and single-loop surrogate model	8
A deep learning approach for the solution of probability density evolution of stochastic systems	8
Ring simulation: A novel simple and efficient simulation method for structural reliability analysis	8
Approximation to multivariate normal integral and its application in time-dependent reliability analysis	8
Effect of nonstationary extreme wind speeds and ground snow loads on the structural reliability in a future Canadian changing climate	8
On the principle of load combination of structures	8
Tropical cyclone damage assessment of distributed infrastructure systems under spatially correlated wind speeds	8
Spatiotemporal interpolation of surface chloride content for marine RC structures based on non-uniform spatiotemporal Kriging interpolation method	8
Bivariate structural-fire fragility curves for simple-span overpass bridges with composite steel plate girders	8
Probabilistic bulk property estimation using multimodality surface non-destructive measurements for vintage pipes	7
Parallel Bayesian probabilistic integration for structural reliability analysis with small failure probabilities	7
Uncertainty propagation of flutter derivatives and structural damping in buffeting fragility analysis of long-span bridges using surrogate models	7
Bayesian improved cross entropy method for network reliability assessment	7
First-passage probability estimation by Poisson branching process model	7
Structural reliability analysis of offshore jackets for system-level fatigue design	7
Use of transform pairs to represent and simulate nonstationary non-Gaussian process with applications	7
Distribution-free stochastic model updating of dynamic systems with parameter dependencies	7
An adaptive dimension-reduction method-based sparse polynomial chaos expansion via sparse Bayesian learning and Bayesian model averaging	7
Extreme response analysis of train-track-bridge-wind interaction system based on in-situ monitoring wind data	7
A novel method for the probabilistic assessment of ship grounding damages and their impact on damage stability	7
Rare event estimation using stochastic spectral embedding	7
An efficient load effect combination method based on probability density evolution method	7
A reliability based measure of structural robustness for coherent systems	7
An improved adaptive Kriging model for importance sampling reliability and reliability global sensitivity analysis	6
An innovative method for space-time-dependent reliability analysis	6
Augmented first-order reliability method for estimating fuzzy failure probabilities	6
Firefighting capacity evaluation of water distribution system subjected to multi-ignitions of post-earthquake fires	6
AK-SEUR: An adaptive Kriging-based learning function for structural reliability analysis through sample-based expected uncertainty reduction	6
Fragility assessment for new and deteriorated portal framed industrial buildings subjected to tropical cyclone winds	6
Probabilistic models of dynamic increase factor (DIF) for reinforced concrete structures: A Bayesian approach	6
Probabilistic study of snow loads on flat roofs considering the effects of wind at representative sites in China	6
Sustainability-based reliability design for reuse of concrete components	6
An efficient stratified sampling scheme for the simultaneous estimation of small failure probabilities in wind engineering applications	6
Adaptive decoupled robust design optimization	6
Target reliability index optimization framework for multiple building classes based on community-level objectives	6
A unifying review of NDE models towards optimal decision support	5
Bounding imprecise failure probabilities in structural mechanics based on maximum standard deviation	5
Virtual modelling technique for geometric-material nonlinear dynamics of structures	5
Network-scale deterioration modelling of bridges based on visual inspections and structural attributes	5

A probabilistic method for long-term estimation of ice loads on ship hull	5
Revaluation of live load models for parking garages based on measurements, simulations, and extreme value determination	5
On the importance of mentorship and great mentors	5
Seismic reliability research of continuous girder bridge considering fault-tolerant semi-active control	5
Incorporating failure mode uncertainty into probabilistic assessment of RC components	5
On the use of the maximum entropy method for reliability evaluation involving stochastic process modeling	5
Development of environmental contours for first-year ice ridge statistics	5
Non-stationary non-Gaussian random vibration analysis of Duffing systems based on explicit time-domain method	5
Estimation of first-passage probability under stochastic wind excitations by active-learning-based heteroscedastic Gaussian process	5
Relaxation-based importance sampling for structural reliability analysis	5
Effect of roof shape on wind vulnerability of roof sheathing panels	5
An info-gap framework for robustness assessment of epistemic uncertainty models in hybrid structural reliability analysis	5
Projecting the effects of a warming climate on the hurricane hazard and insured losses: Methodology and case study	5
New perspective on reliability updating with equality information under line sampling	5
A multi-objective systems reliability approach for infrastructure design under aleatory and epistemic uncertainty	5
Stochastic modelling of in-structure concrete strength based on stochastic damage model and Burr distribution	5
Spatial variability assessment of structures from adaptive NDT measurements	4
Tornado wind hazard mapping and equivalent tornado design wind profile for Canada	4
Comparison of probabilistic methods for the effects of wind direction on structural response	4
Data-driven optimization of reliability using buffered failure probability	4
Probabilistic model of traffic scenarios for extreme load effects in long-span bridges	4
Adaptive active subspace-based metamodeling for high-dimensional reliability analysis	4
Stochastic modelling of non-stationary environmental loads for reliability analysis under the changing climate	4
Failure probability estimation and detection of failure surfaces via adaptive sequential decomposition of the design domain	4
Global sensitivity evolution equation of the Fréchet-derivative-based global sensitivity analysis	4
Bayesian updating of reliability by cross entropy-based importance sampling	4
A review of Information Field Theory for Bayesian inference of random fields	4
Human and organizational factors influencing structural safety: A review	4
Dynamic reliability analysis of stochastic structures under non-stationary random excitations based on an explicit time-domain method	4
Life safety in the Reliability-Based design and assessment of structures	4
Modeling and material uncertainty quantification of RC structural components	4
Investigation of multiple-presence factor for traffic loads on road-rail bridges based on a novel extreme value analysis approach	4
Improved estimation on seismic behavior of RC column members: A probabilistic method considering dynamic effect and structural parameter uncertainties	4
Harmonic transform-based non-parametric density estimation method for forward uncertainty propagation and reliability analysis	4
Spatial modeling of concrete strength based on data	4
Development of a novel fire following earthquake probabilistic framework applied to a steel braced frame	4