OOIR: Observatory of International Research

Papers

(The TQCC of Structural Safety is 11. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

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
A novel eigenvalue-based iterative simulation method for multi-dimensional homogeneous non-Gaussian stochastic vector fields	31
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
Optimal inspection and maintenance planning for deteriorating structural components through dynamic Bayesian networks and Markov decision processes	29

A refined subset simulation for the reliability analysis using the subset control variate	29
Structural reliability analysis: A Bayesian perspective	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
Efficient procedure for failure probability function estimation in augmented space	25
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
Risk-based assessment of blast-resistant design of ultra-high performance concrete columns	23
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
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
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
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
Structure-to-structure damage correlation for scenario-based regional seismic risk assessment	15
Multi-fidelity Monte Carlo for seismic risk assessment applications	15
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
Asymptotic behavior of seismic hazard curves	14
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
Typhoon risk and climate-change impact assessment for cultural heritage asset roofs	13
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
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
A recurrent-neural-network-based generalized ground-motion model for the Chilean subduction seismic environment	11
Deep reinforcement learning-based decision support system for transportation infrastructure management under hurricane events	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
Systematic derivation of safety factors for the fatigue design of steel bridges	11
Fragility and comfortability curves development and seismic risk assessment of a masonry building under earthquakes induced by geothermal power plants operation	11
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
A resilience-based framework for decision making based on simulation-optimization approach	11
Life cycle resilience quantification and enhancement of power distribution systems: A risk-based approach	11