Probabilistic Engineering Mechanics

Article	Citations
Sparse representations and compressive sampling approaches in engineering mechanics: A review of theoretical concepts and diverse applications	47
Offshore renewable energy site correlated wind-wave statistics	46
An active learning Kriging model combined with directional importance sampling method for efficient reliability analysis	34
Data-driven uncertainty quantification and propagation in structural dynamics through a hierarchical Bayesian framework	25
Propagation of uncertain structural properties described by imprecise Probability Density Functions via response surface method	24
Error-based stopping criterion for the combined adaptive Kriging and importance sampling method for reliability analysis	22
An enhanced PDEM-based framework for reliability analysis of structures considering multiple failure modes and limit states	22
First-passage reliability of high-dimensional nonlinear systems under additive excitation by the ensemble-evolving-based generalized density evolution equation	22
Extreme riser experimental loads caused by sea currents in the Gulf of Eilat	21
Stochastic response determination of nonlinear structural systems with singular diffusion matrices: A Wiener path integral variational formulation with constraints	21
Probabilistic reconstruction for spatiotemporal sensor data integrated with Gaussian process regression	20
Elucidating appealing features of differentiable auto-correlation functions: A study on the modified exponential kernel	20
Probabilistic modeling for reliability analysis of buried pipelines subjected to spatiotemporal earthquakes	19
Seismic fragility analysis of structures based on Bayesian linear regression demand models	19
A long short-term memory based deep learning algorithm for seismic response uncertainty quantification	18
Stochastic sensitivity analysis of energy-dissipating structures with nonlinear viscous dampers by efficient equivalent linearization technique based on explicit time-domain method	18
An exact closed-form solution for linear multi-degree-of-freedom systems under Gaussian white noise via the Wiener path integral technique	17
Probabilistic method for wind speed prediction and statistics distribution inference based on SHM data-driven	16
A compressive MUSIC spectral approach for identification of closely-spaced structural natural frequencies and post-earthquake damage detection	15
Topology optimization of buildings subjected to stochastic wind loads	14
Multilevel Monte Carlo simulations of composite structures with uncertain manufacturing defects	14
On the usefulness of gradient information in surrogate modeling: Application to uncertainty propagation in composite material models	14
Comparison of PDEM and MCS: Accuracy and efficiency	13
Copula-based JPDF of wind speed, wind direction, wind angle, and temperature with SHM data	12
The role of intensity measures on the accuracy of seismic fragilities	12

Multivariate GP-VAR models for robust structural identification under operational variability	12
Robust optimization of MTMD systems for the control of vibrations	12
A polynomial chaos method for arbitrary random inputs using B-splines	12
Reliability of dynamical systems with combined Gaussian and Poisson white noise via path integral method	12
Dynamic reliability analysis for non-stationary non-Gaussian response based on the bivariate vector translation process	12
Probabilistic bond strength model for reinforcement bar in concrete	11
Correlation structure in the elasticity tensor for short fiber-reinforced composites	11
Pitfalls of data-driven peaks-over-threshold analysis: Perspectives from extreme ship motions	11
Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review	11
Energy-based collapse assessment of concrete structures subjected to random damage evolutions	11
Machine learning based digital twin for stochastic nonlinear multi-degree of freedom dynamical system	10
Response and reliability analysis of a high-dimensional stochastic system	10
A linearization scheme for vibrations due to combined deterministic and stochastic loads	10
Bayesian inference for parameters estimation using experimental data	10
Interval and fuzzy physics-informed neural networks for uncertain fields	10
Bayesian-based model updating using natural frequency data for historic masonry towers	10
A non-linear stochastic approach of ligaments and tendons fractional-order hereditariness	9
An orthogonal normal transformation of correlated non-normal random variables for structural reliability	9
Reliability analysis of underground tunnel by a novel adaptive Kriging based metamodeling approach	9
Efficient subset simulation with active learning Kriging model for low failure probability prediction	9
Reliability increase of masonry characteristics estimation by a sampling algorithm applied to thermographic digital images	9
Determination of monopile offshore structure response to stochastic wave loads via analog filter approximation and GV-GDEE procedure	9
Structural design optimization under dynamic reliability constraints based on the probability density evolution method and highly-efficient sensitivity analysis	9
Stochastic resonance of a multi-stable system and its application in bearing fault diagnosis	9
Simulating multivariate stationary non-Gaussian process based on wavenumber–frequency spectrum and unified Hermite polynomial model	8
Survival probability of nonlinear oscillators endowed with fractional derivative element and subjected to evolutionary excitation: A stochastic averaging treatment with path integral concepts	8
Investigations on the restrictions of stochastic collocation methods for high dimensional and nonlinear engineering applications	8
Probabilistic analysis of blast–obstacle interaction in a crowded internal environment	8
Construction of adaptive Kriging metamodel for failure probability estimation considering the uncertainties of distribution parameters	8
Moment capacity of H-section steel beam with randomly located pitting corrosion	8
Uncertainty quantification of nonlinear system stochastic response estimates based on the Wiener path integral technique: A Bayesian compressive sampling treatment	8
Dimension reduction model for two-spatial dimensional stochastic wind field: Hybrid approach of spectral decomposition and wavenumber spectral representation	8
Modified robust geotechnical design approach based on the sensitivity of reliability index	8
A global sensitivity index based on Fréchet derivative and its efficient numerical analysis	8
Closed-form solutions of redundantly constrained stochastic frames	7
Robust design optimization of nonlinear energy sink under random system parameters	7
Nonstationary time-varying extreme value of downburst-induced wind loads based on transformed stationary method	7
An RKPM-based formulation of the generalized probability density evolution equation for stochastic dynamic systems	7
Distribution-free P-box processes based on translation theory: Definition and simulation	7
Nonlinear random vibrations of micro-beams with fractional viscoelastic core	7
Reliability-based optimization of structural topologies using artificial neural networks	7
Characterization, propagation, and sensitivity analysis of uncertainties in the directed energy deposition process using a deep learning-based surrogate model	7
Influence of interfaces roughness on elastic properties of layered media	7
A Wiener path integral technique for determining the stochastic response of nonlinear oscillators with fractional derivative elements: A constrained variational formulation with free boundaries	7
A reliability analysis method based on adaptive Kriging and partial least squares	6
Continuous random field representation of stochastic moving loads	6
Effects of stochastic generation on the elastic and inelastic spectra of fully non-stationary accelerograms	6
Physics-based stochastic aging corrosion analysis assisted by machine learning	6
Time-variant reliability global sensitivity analysis with single-loop Kriging model combined with importance sampling	6
Evaluating response of simple oscillators to a particular kind of time–frequency non-separable evolutionary stochastic processes	6

Comparison of Bayesian methods on parameter identification for a viscoplastic model with damage	6
A PDF discretization scheme in wavenumber–frequency joint spectrum for simulating multivariate random fluctuating wind fields	6
Uncertainty analysis and reliability improvement of planetary roller screw mechanism using active learning Kriging model	6
Response of nonlinear oscillators with fractional derivative elements under evolutionary stochastic excitations: A Path Integral approach based on Laplace’s method of integration	6
Data-driven probabilistic quantification and assessment of the prediction error model in damage detection applications	6
Anisotropic multi-element polynomial chaos expansion for high-dimensional non-linear structural problems	6
Reliability assessment of MR fluid dampers in passive and semi-active seismic control of structures	6
On sampling-based schemes for probability of failure sensitivity analysis	6
An improved sieve point method for the reliability analysis of structures	6
Neumann enriched polynomial chaos approach for stochastic finite element problems	6
Probabilistic modeling of threshold stress intensity factor for fatigue endurance reliability prediction	5
A deep learning based surrogate model for stochastic simulators	5
Simulation of stationary non-Gaussian multivariate wind pressures based on moment-based piecewise Johnson transformation model	5
Two-scale random field model for quasi-brittle materials	5
Improved state augmentation method for buffeting analysis of structures subjected to non-stationary wind	5
Simulation of stationary Gaussian/non-Gaussian stochastic processes based on stochastic harmonic functions	5
Bayesian analysis of hierarchical random fields for material modeling	5
Asymptotic Bayesian Optimization: A Markov sampling-based framework for design optimization	5
A probabilistic, empirical model for permeability of mudstone	5
Random vibration analysis for train–track interaction from the aspect of uncertainty quantification	5
Bayesian analysis for estimating statistical parameter distributions of elasto-viscoplastic material models	5
A novel analysis method for vibration systems under time-varying uncertainties based on interval process model	5
Effects of uncertain suspension parameters on dynamic responses of the railway vehicle system	5
Implementation of Karhunen–Loève expansion using discontinuous Legendre polynomial based Galerkin approach	5
Probability distribution estimation for harmonisable loads and responses of linear elastic structures	5
Probabilistic data-driven framework for performance assessment of retaining walls against rockfalls	4
On the use of Directional Importance Sampling for reliability-based design and optimum design sensitivity of linear stochastic structures	4
Markov chain based non-linear fatigue damage accumulation model	4
Synthesizing dual-track road elevation data	4
A procedure to estimate the Minimum Observable Damage in truss structures using vibration-based Structural Health Monitoring systems	4
Survival probability determination of nonlinear oscillators with fractional derivative elements under evolutionary stochastic excitation	4
Structural uncertainty modeling for nonlinear geometric response using nonintrusive reduced order models	4
Developing region-specific fragility function for predicting probability of liquefaction induced ground failure	4
Novel parameter update for a gradient based MCMC method for solid-void interface detection through elastodynamic inversion	4
Imprecise subset simulation	4
On information fusion for reliability estimation with multifidelity models	4
Contribution to efficient structural safety assessments: A comparative analysis of computational schemes	4
Modeling tensile failure of concrete considering multivariate correlated random fields of material parameters	4
Cell renormalized FPK equation for stochastic non-linear systems	4
Uncertainty and bias in fragility estimates by intensifying artificial accelerations	4
Dynamic response of a beam to the train of moving forces driven by an Erlang renewal process	4
3rd-order Spectral Representation Method: Simulation of multi-dimensional random fields and ergodic multi-variate random processes with fast Fourier transform implementation	4
Random vibrations of a structure modified by damped absorbers	4
Hyperstatic and redundancy thresholds in truss topology optimization considering progressive collapse due to aleatory and epistemic uncertainties	4
Data-driven modal surrogate model for frequency response uncertainty propagation	4
Reliability analysis of the stress intensity factor using multilevel Monte Carlo methods	4
Physics-integrated deep learning for uncertainty quantification and reliability estimation of nonlinear dynamical systems	4
Model calibration: A hierarchical Bayesian approach	4
Stochastic simulation of velocity pulses of near-fault ground motions based on multivariate copula modeling	4
Simulation of a non-Gaussian stochastic process based on a combined distribution of the UHPM and the GBD	4
Are seismic fragility curves fragile?	4
Nonstationary random vibration analysis of fractionally-damped systems by numerical explicit time-domain method	4
Non-stationary dynamic structural response to thunderstorm outflows	4
Nonlinear random vibration analysis: A Bayesian nonparametric approach	4
Transient response of Bouc–Wen hysteretic system under random excitation via RBFNN method	4
Adaptive surrogate model coupled with stochastic configuration network strategies for time-dependent reliability assessment	3
A database of installation monitoring and uplift load tests of round-shaft helical anchors in Brazil	3
A new extension of the modified Weibull distribution with applications for engineering data	3
An evolutive probability transformation method for the dynamic stochastic analysis of structures	3
Robust model agnostic predictive control algorithm for randomly excited dynamical systems	3
Variable Friction Dampers (VFD) for a modulated mitigation of the seismic response of framed structures: Characteristics and design criteria	3
Adaptive radial importance sampling under directional stratification	3
The Melnikov criterion of instability for a fractionally damped rigid block with noise-induced response enhancement	3
Optimal load rating-based inspection planning of corroded steel girders using Markov decision process	3
Variability response function approach for foundation reliability	3
Generic compressive strength prediction model applicable to multiple lithologies based on a broad global database	3
Efficient conditional probability theorem and importance sampling-based methods for global reliability sensitivity analysis	3
Moment equations and cumulant-neglect closure techniques for non-linear dynamic systems under renewal impulse process excitations	3
Importance sampling for reliability assessment of dynamic systems under general random process excitation	3
An improved modified Weibull distribution applied to predict the reliability evolution of an aircraft lock mechanism	3
Stochastic analysis of strongly non-linear elastic impact system with Coulomb friction excited by white noise	3
A univariate Chebyshev polynomials method for structural systems with interval uncertainty	3
Simulation of random fields on random domains	3
Robust design optimization by spline dimensional decomposition	3
Stochastic harmonic function-based traffic load simulation method for fatigue damage assessment of concrete bridges	3
Iterative Polynomial Dimensional Decomposition approach towards solution of structural mechanics problems with material randomness	3
Efficient structural reliability analysis via a weak-intrusive stochastic finite element method	3
Probabilistic analysis of high-speed train safety on bridges under stochastic near-fault pulse-type ground motions	3
Direct control method for improving stability and reliability of nonlinear stochastic dynamical systems	3
Insight into the inherent randomness of concrete properties using the stochastic micromechanics	3

Reliability and hybrid maintenance modeling for competing failure systems with multistage periods	3
Dynamic response of a beam to a train of moving forces driven by a translated Poisson process	3
A Chebyshev collocation based sequential matrix exponential method for the generalized density evolution equation	3
Using computer techniques for vibration damage estimation under stochastic loading using the Monte Carlo Method for aerospace applications	3
Static condensation based reduced order modelling of stochastically parametered large ordered systems	3
Improved pseudo-force approach for Monte Carlo Simulation of non-linear fractional oscillators under stochastic excitation	3
A Kriging-based adaptive adding point strategy for structural reliability analysis	3
Response and reliability analysis of random time-delay controlled systems undergo wide-band random excitations	3
Random vibration analysis of nonlinear structure with pounding tuned mass damper	3
Application of sensitivity analysis in extension, inflation, and torsion of residually stressed circular cylindrical tubes	3
Informational probabilistic sensitivity analysis and active learning surrogate modelling	3
Random response of a viscoelastic dielectric elastomer spherical balloon	3
A stochastic framework for hydraulic performance assessment of complex water distribution networks: Application to connectivity detection problems	3
Two dimension-reduction probabilistic models for simulating nonstationary turbulent wind fields	3
A mechanism motion error sensitivity analysis method based on principal component analysis and artificial neural network	3
Estimation of failure probability-based-global-sensitivity using the theorem of Bayes and subset simulation	3
Interval model validation for rotor support system using Kmeans Bayesian method	2
Probabilistic characterization of the effect of transient stochastic loads on the fatigue-crack nucleation time	2
A multi-mode failure boundary exploration and exploitation framework using adaptive kriging model for system reliability assessment	2
Uncertainty analysis of structural output with closed-form expression based on surrogate model	2
Fragility analysis of curtain walls based on wind-borne debris considering wind environment	2
Development of a model for stochastic analysis of vehicle–track interaction considering spatial variability of track parameters	2
Design by adaptive infill sampling with multi-objective optimization for exploitation and exploration	2
Modified replica exchange-based MCMC algorithm for estimation of structural reliability based on particle splitting method	2
Database classification for LRFD of spread foundations under uplift loading in cohesionless soils	2
Probabilistic formulation of Miner’s rule and application to structural fatigue	2
Stochastic nonlinear eigenvibrations of thin elastic plates resting on time-fractional viscoelastic supports	2
Data-driven reliability assessment with scarce samples considering multidimensional dependence	2
Simulation of non-Gaussian stochastic processes with prescribed rainflow cycle count using short-time Fourier transform	2
An efficient simulation algorithm for non-Gaussian nonstationary processes	2
Structural design optimization under dynamic reliability constraints based on probability density evolution method and quantum-inspired optimization algorithm	2
Statistical properties of the model parameters in the continuum approach to high-cycle fatigue	2
Data-driven identification for approximate analytical solution of first-passage problem	2
Multivariate non-Gaussian process simulation based on HPM-JTM hybrid model	2
Koopman operator for time-dependent reliability analysis	2
On the optimal design of radial basis function neural networks for the analysis of nonlinear stochastic systems	2
Sample regeneration algorithm for structural failure probability function estimation	2
A time-dependent reliability analysis method based on multi-level meta-models for problems involving interval variables	2
Modeling Gaussian and Gamma random fields for layered material properties with transitional zones	2
Probabilistic machine learning approach for structural reliability analysis	2
A comparative study of various metamodeling approaches in tunnel reliability analysis	2
The tempered space-fractional Cattaneo equation	2
A hybrid approach of modified bootstrap and physics-based methods for probabilistic fatigue life prediction considering overload effects	2
A robust probabilistic fatigue crack growth model based on walker’s crack growth rate equation for metallic materials	2
Self-similarity and response of fractional differential equations under white noise input	2
A novel approach to improve accuracy in seismic fragility analysis: The modified intensity measure method	2
Recent advances in uncertainty quantification in structural response characterization and system identification	2
A polynomial chaos efficient global optimization approach for Bayesian optimal experimental design	2
Interplay between nonlinear Fokker–Planck equation and stochastic differential equation	2
The exact element stiffness matrices of stochastically parametered beams	2
Extended statistical linearization approach for estimating non-stationary response statistics of systems comprising fractional derivative elements	2
Dynamic stability simulation of micro-milling under the condition of multi-parameter uncertainty	2
A polynomial dimensional decomposition framework based on topology derivatives for stochastic topology sensitivity analysis of high-dimensional complex systems and a type of benchmark problems	2
A RBFNN based active learning surrogate model for evaluating low failure probability in reliability analysis	2
Variability response functions for statically indeterminate structures	2