OOIR: Observatory of International Research

Papers

(The TQCC of Structural Safety is 12. 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 2020-05-01 to 2024-05-01.)

Article	Citations
Adaptive approaches in metamodel-based reliability analysis: A review	121
Active learning for structural reliability: Survey, general framework and benchmark	81
Failure risk analysis of pipelines using data-driven machine learning algorithms	80
A review and assessment of importance sampling methods for reliability analysis	77
Engineering analysis with probability boxes: A review on computational methods	67
Gaussian process regression for seismic fragility assessment of building portfolios	54
Fatigue reliability analysis of wind turbine tower under random wind load	51
Probabilistic evaluation of seismic responses using deep learning method	49
Consistent seismic hazard and fragility analysis considering combined capacity-demand uncertainties via probability density evolution method	49
Probability-Adaptive Kriging in n-Ball (PAK-Bn) for reliability analysis	48
Time-dependent reliability-based redundancy assessment of deteriorated RC structures against progressive collapse considering corrosion effect	43
Combination line sampling for structural reliability analysis	42
Seismic resilience assessment of emergency departments based on the state tree method	40
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
Ensemble of surrogates combining Kriging and Artificial Neural Networks for reliability analysis with local goodness measurement	36
Damage index fragility assessment of low-rise light-frame wood buildings under long duration subduction earthquakes	35
Gaussian process regression for fatigue reliability analysis of offshore wind turbines	34
Seismic damage assessment of unanchored nonstructural components taking into account the building response	34
A density extrapolation approach to estimate failure probabilities	31
Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes	29
Influence of viscous dampers ultimate capacity on the seismic reliability of building structures	29
An efficient method for incorporating modeling uncertainties into collapse fragility of steel structures	28
Non-intrusive imprecise stochastic simulation by line sampling	27
Revisiting hurricane track model for wind risk assessment	27

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	27
A novel eigenvalue-based iterative simulation method for multi-dimensional homogeneous non-Gaussian stochastic vector fields	27
Active learning and active subspace enhancement for PDEM-based high-dimensional reliability analysis	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
Global reliability sensitivity analysis by Sobol-based dynamic adaptive kriging importance sampling	25
Optimal inspection and maintenance planning for deteriorating structural components through dynamic Bayesian networks and Markov decision processes	24
Highly efficient Bayesian updating using metamodels: An adaptive Kriging-based approach	24
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
Earthquake risk in reinforced concrete buildings during aftershock sequences based on period elongation and operational earthquake forecasting	22
Examination of occurrence probability of vortex-induced vibration of long-span bridge decks by Fokker–Planck–Kolmogorov equation	22
Efficient methodology for seismic fragility curves estimation by active learning on Support Vector Machines	22
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
Multi-level, multi-variate, non-stationary, random field modeling and fragility analysis of engineering systems	21
Structural reliability analysis: A Bayesian perspective	21
Subset simulation based approach for space-time-dependent system reliability analysis of corroding pipelines	21
Risk-based assessment of blast-resistant design of ultra-high performance concrete columns	21
Reliability analysis of corrosion initiation in reinforced concrete structures subjected to chlorides in presence of epistemic uncertainties	20
The value of monitoring a structural health monitoring system	19
Stochastic optimal control methodologies in risk-informed community resilience planning	19
Physics-based probabilistic models: Integrating differential equations and observational data	19
Adaptive reliability analysis for multi-fidelity models using a collective learning strategy	19
Reliability-based indicator for post-earthquake traffic flow capacity of a highway bridge	18
Bayesian deep learning with hierarchical prior: Predictions from limited and noisy data	18
Rare event estimation with sequential directional importance sampling	18
Efficient procedure for failure probability function estimation in augmented space	18
Structural reliability analysis by a Bayesian sparse polynomial chaos expansion	17
Insights on the impact of structural health monitoring systems on the operation and maintenance of offshore wind support structures	17
Lifetime multi-hazard fragility analysis of transmission towers under earthquake and wind considering wind-induced fatigue effect	17
An efficient approach for computing analytical non-parametric fragility curves	17
Active learning with generalized sliced inverse regression for high-dimensional reliability analysis	17
An augmented weighted simulation method for high-dimensional reliability analysis	17
Improved active learning probabilistic approach for the computation of failure probability	16
Reliability of the conventional approach for stress/fatigue analysis of pitting corroded pipelines – Development of a safer approach	16
Calibration of the design wind load and snow load considering the historical climate statistics and climate change effects	16
A Markov framework for generalized post-event systems recovery modeling: From single to multihazards	16
On the cost-efficiency, significance and effectiveness of terrorism risk reduction strategies for buildings	16
Non-parametric construction of site-specific non-Gaussian multivariate joint probability distribution from sparse measurements	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	15
Spectral identification of nonlinear multi-degree-of-freedom structural systems with fractional derivative terms based on incomplete non-stationary data	14
Consequence classes and associated models for predicting loss of life in collapse of building structures	14
A framework for probabilistic fire loss estimation in concrete building structures	14
System-reliability-based disaster resilience analysis: Framework and applications to structural systems	14
A new perspective on the simulation of cross-correlated random fields	14
Optimum life-cycle maintenance strategies of deteriorating highway bridges subject to seismic hazard by a hybrid Markov decision process model	14
Parameterized fragility analysis of steel frame structure subjected to blast loads using Bayesian logistic regression method	14
Blast fragility analysis of RC columns considering chloride-induced corrosion of steel reinforcement	14

Parameterized deep reinforcement learning-enabled maintenance decision-support and life-cycle risk assessment for highway bridge portfolios	14
Bayesian parameter and joint probability distribution estimation for a hysteretic constitutive model of reinforcing steel	13
Climate change impact on snow loads in northern Europe	13
A random field model of external metal-loss corrosion on buried pipelines	13
Corrosion evolution of steel bars in RC structures based on Markov chain modeling	13
Reliability-based investigation into the duration of load effect for the design of timber structures based on Chinese standard	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
Updating structural reliability efficiently using load measurement	12
Probabilistic blast load model for domes under external surface burst explosions	12
Quasi-site-specific soil property prediction using a cluster-based hierarchical Bayesian model	12
The value of flexibility and sequential decision-making in maintenance strategies of infrastructure systems	12
Acceptable values of collapse margin ratio with different confidence levels	12
Wind and rain losses for metal-roofed contemporary houses subjected to non-cyclonic windstorms	12
Localized health monitoring for seismic resilience quantification and safety evaluation of smart structures	12
Cross entropy-based importance sampling for first-passage probability estimation of randomly excited linear structures with parameter uncertainty	12
Safety assessment for functionally graded structures with material nonlinearity	12
Reliability and fragility assessment of offshore floating wind turbine subjected to tropical cyclone hazard	12