| AK-MCSi: A Kriging-based method to deal with small failure probabilities and time-consuming models |
26 |
| An active-learning algorithm that combines sparse polynomial chaos expansions and bootstrap for structural reliability analysis |
22 |
| Simulation of non-stationary non-Gaussian random fields from sparse measurements using Bayesian compressive sampling and Karhunen-Loeve expansion |
18 |
| Reliability sensitivity estimation with sequential importance sampling |
13 |
| Saddlepoint approximation reliability method for quadratic functions in normal variables |
12 |
| A unified framework for performance-based wind engineering of tall buildings in hurricane-prone regions based on lifetime intervention-cost estimation |
12 |
| Hamiltonian Monte Carlo methods for Subset Simulation in reliability analysis |
11 |
| Adaptive scaled unscented transformation for highly efficient structural reliability analysis by maximum entropy method |
11 |
| A machine learning framework for assessing post-earthquake structural safety |
11 |
| A sequential surrogate method for reliability analysis based on radial basis function |
11 |
| An efficient global reliability sensitivity analysis algorithm based on classification of model output and subset simulation |
11 |
| State-dependent stochastic models: A general stochastic framework for modeling deteriorating engineering systems considering multiple deterioration processes and their interactions |
10 |
| Risk-based optimal inspection strategies for structural systems using dynamic Bayesian networks |
9 |
| Component damage models for detailed seismic risk analysis using structural reliability methods |
9 |
| Weibull parameter estimation and goodness-of-fit for glass strength data |
9 |
| Reliability-based load factor design model for explosive blast loading |
9 |
| Stochastic dynamic response analysis and reliability assessment of non-linear structures under fully non-stationary ground motions |
8 |
| An optimization-based decision support framework for coupled pre- and post-earthquake infrastructure risk management |
8 |
| An augmented step size adjustment method for the performance measure approach: Toward general structural reliability-based design optimization |
8 |
| Storm surge fragility assessment of above ground storage tanks |
8 |
| Probabilistic Theory of Plastic Mechanism Control for Steel Moment Resisting Frames |
8 |
| An innovative adaptive sparse response surface method for structural reliability analysis |
8 |
| A cubature collocation based sparse polynomial chaos expansion for efficient structural reliability analysis |
7 |
| Risk-based assessment of aftershock and mainshock-aftershock seismic performance of reinforced concrete frames |
7 |
| Multi-lane factor for bridge traffic load from extreme events of coincident lane load effects |
7 |
| Reliability-based lifecycle management for corroding pipelines |
7 |
| A hidden Markov random field model based approach for probabilistic site characterization using multiple cone penetration test data |
7 |
| Extreme value distribution and small failure probabilities estimation of structures subjected to non-stationary stochastic seismic excitations |
7 |
| Societal risk assessment of transportation networks under uncertainties due to climate change and population growth |
7 |
| A compatible probabilistic framework for quantification of simultaneous aleatory and epistemic uncertainty of basic parameters of structures by synthesizing the change of measure and change of random variables |
7 |
| Reliability analysis of H-section steel columns under blast loading |
7 |
| Seismic risk sensitivity of structures equipped with anti-seismic devices with uncertain properties |
7 |
| Multi-dimensional damage measure for seismic reliability analysis |
6 |
| The role of copulas in random fields: Characterization and application |
6 |
| Probabilistic assessment of structural damage from coupled multi-hazards |
6 |
| Parallel fault tree analysis for accurate reliability of complex systems |
6 |
| A novel stochastic linearization framework for seismic demand estimation of hysteretic MDOF systems subject to linear response spectra |
6 |
| Multi-criteria robust optimization framework for bridge adaptation under climate change |
6 |
| Implementation of machine learning techniques into the Subset Simulation method |
6 |
| Model-free reinforcement learning with model-based safe exploration: Optimizing adaptive recovery process of infrastructure systems |
5 |
| Preventive maintenance of wood-framed buildings for hurricane preparedness |
5 |
| Cross entropy-based importance sampling using Gaussian densities revisited |
5 |
| Optimal and acceptable reliabilities for structural design |
5 |
| Performance-based engineering and multi-criteria decision analysis for sustainable and resilient building design |
5 |
| Probabilistic seismic analysis of concrete dry cask structures |
5 |
| Identification of sample path smoothness in soil spatial variability |
5 |
| System fragility analysis of roof cladding and trusses for Australian contemporary housing subjected to wind uplift |
5 |
| Global optimal reliability index of implicit composite laminate structures by evolutionary algorithms |
5 |
| Structural failure in large-span timber structures: A comprehensive analysis of 230 cases |
5 |
| Risk-based target reliability indices for quay walls |
5 |
