Probabilistic Engineering Mechanics

Papers
(The median citation count of Probabilistic Engineering Mechanics is 3. 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 2021-07-01 to 2025-07-01.)
ArticleCitations
Probabilistic modeling of threshold stress intensity factor for fatigue endurance reliability prediction82
Generation of realistic 3D concrete aggregate microstructures using multiscale multifractal evolutionary stochastic manifold and operator-split-genetic algorithm82
Uncertainty quantification of nonlinear system stochastic response estimates based on the Wiener path integral technique: A Bayesian compressive sampling treatment48
Reliability analysis method for multiple failure modes with overlapping failure domains45
On the parametric assessment of fatigue disparities39
Analytical response and Markovianity of systems governed by fractional differential equations driven by 38
Novel symmetric divergence based importance measures for engineering simulation models under uncertainty37
Quantitative review of probabilistic approaches to fatigue design in the medium cycle fatigue regime36
An efficient method for solving high-dimension stationary FPK equation of strongly nonlinear systems under additive and/or multiplicative white noise30
Novel Bayesian updating based interpolation method for estimating failure probability function in the presence of random-interval uncertainty28
Special Issue: Risk and Uncertainty in Engineering Computations27
Editorial Board24
A novel method for global reliability sensitivity analysis by adaptive bivariate multiplicative dimensional reduction integral23
Reliability-based design optimization incorporating extended Optimal Uncertainty Quantification22
Finite dimensional (FD) Slepian models for non-Gaussian processes21
Nonstationary time-varying extreme value of downburst-induced wind loads based on transformed stationary method20
Probabilistic volume element model of 2D woven C/SiC composites considering copula dependence between strength and modulus20
Research on the non-probabilistic convex modeling method based on the potential connection between probabilistic and convex models20
Stochastic averaging in parametric regions near separatrices of integrability19
Nonlinear random vibrations of micro-beams with fractional viscoelastic core19
Hybrid machine learning with Bayesian optimization methods for prediction of patch load resistance of unstiffened plate girders19
A time-dependent reliability analysis method based on multi-level meta-models for problems involving interval variables19
Response of nonlinear oscillators with fractional derivative elements under evolutionary stochastic excitations: A Path Integral approach based on Laplace’s method of integration18
Detecting and quantifying stochastic resonance in a coupled fractional-order bistable system driven by Lévy noises via statistical complexity measure18
Koopman operator for time-dependent reliability analysis18
Survival probability of nonlinear oscillators endowed with fractional derivative element and subjected to evolutionary excitation: A stochastic averaging treatment with path integral concepts18
Influence of uncertainties on dynamic properties and responses of human-structure coupled system under bouncing excitations17
A DPIM-based probability analysis framework to obtain railway vehicle vibration characteristics considering the randomness of OOR wheel17
Wind pressure field reconstruction using a variance-extended KSI method: Both deterministic and probabilistic applications16
Failure probability estimation of dynamic systems employing relaxed power spectral density functions with dependent frequency modeling and sampling16
Time-dependent kinematic reliability of motion mechanisms with dynamic factors16
An improved modified Weibull distribution applied to predict the reliability evolution of an aircraft lock mechanism16
Random set solutions to elliptic and hyperbolic partial differential equations15
Compilation of wheel-rail comprehensive irregularity spectrum for subway vehicle15
Neumann enriched polynomial chaos approach for stochastic finite element problems15
Editorial Board15
Efficient metamodel-based importance sampling coupled with single-loop estimation method for parameter global reliability sensitivity analysis15
Simulating multivariate stationary non-Gaussian process based on wavenumber–frequency spectrum and unified Hermite polynomial model14
Effects of stochastic generation on the elastic and inelastic spectra of fully non-stationary accelerograms14
Corrigendum to “Modified replica exchange-based MCMC algorithm for estimation of structural reliability based on particle splitting method” [Probabilistic Engineering Mechanics 72 (2023) 103448]14
Geometrical uncertainties influence on the failure load estimation of lattice structures14
Estimation of small failure probabilities using the Accelerated Weight Histogram method14
Fragility analysis of curtain walls based on wind-borne debris considering wind environment14
Bayesian-based model updating using natural frequency data for historic masonry towers14
Uncertainty analysis and reliability improvement of planetary roller screw mechanism using active learning Kriging model14
Higher-order spectral representation method: New algorithmic framework for simulating multi-dimensional non-Gaussian random physical fields14
Offshore renewable energy site correlated wind-wave statistics13
Surrogate-assisted investigation on influence of epistemic uncertainties on running safety of high-speed trains on bridges13
Probabilistic evaluation of the Step-Stress fatigue testing method considering cumulative damage13
A numerically efficient output-only system-identification framework for stochastically forced self-sustained oscillators12
Robust design optimization of nonlinear energy sink under random system parameters12
A state-of-the-art review of Bayesian finite element model updating techniques for structural systems12
A probabilistic performance-based analysis approach for a vibrator-ground interaction system12
Transient response of Bouc–Wen hysteretic system under random excitation via RBFNN method12
A data-driven maximum entropy method for probability uncertainty analysis based on the B-spline theory12
Feedback stabilization of quasi nonintegrable Hamiltonian systems under combined Gaussian and Poisson white noise excitations12
Response moments of parametrically excited linear oscillators based on the Wiener path integral12
Topology optimization of bridges under random traffic loading using stochastic reduced-order models12
Machine learning based digital twin for stochastic nonlinear multi-degree of freedom dynamical system11
Random distribution of interphase characteristics on the overall electro-mechanical properties of CNT piezo nanocomposite: Micromechanical modeling and Monte Carlo simulation11
An amplitude probability density function model under broadband multimodal stochastic vibration fatigue response11
Variable Friction Dampers (VFD) for a modulated mitigation of the seismic response of framed structures: Characteristics and design criteria11
Developing region-specific fragility function for predicting probability of liquefaction induced ground failure11
Elucidating appealing features of differentiable auto-correlation functions: A study on the modified exponential kernel11
A novel general method for simulating a one dimensional random field based on the active learning Kriging model11
Karhunen-Loève expansion based on an analytical solution over a bounding box domain11
Mellin transform for the probabilistic characterization of random variables and stochastic processes11
A robust probabilistic fatigue crack growth model based on walker’s crack growth rate equation for metallic materials11
Time-varying up-crossing theory-based non-stationary extreme estimation of gust-loading on rectangular cylinder due to thunderstorm-like wind11
Reference prior for Bayesian estimation of seismic fragility curves11
A novel hybrid time-variant reliability analysis method through approximating bound-most-probable point trajectory10
Probabilistic characterization of the effect of transient stochastic loads on the fatigue-crack nucleation time10
Interval deep learning for computational mechanics problems under input uncertainty10
Reliability-based design optimization of key components in a gantry machining center10
Reliability sensitivity analysis of frame structures controlled by external fractional viscoelastic dampers10
Informational probabilistic sensitivity analysis and active learning surrogate modelling10
Simulation of a non-Gaussian stochastic process based on a combined distribution of the UHPM and the GBD10
Small failure probability analysis of stochastic structures based on a new hybrid approach10
Anisotropic multi-element polynomial chaos expansion for high-dimensional non-linear structural problems10
Reliability analysis of underground tunnel by a novel adaptive Kriging based metamodeling approach10
A Wiener path integral technique for determining the stochastic response of nonlinear oscillators with fractional derivative elements: A constrained variational formulation with free boundaries10
Application of sensitivity analysis in extension, inflation, and torsion of residually stressed circular cylindrical tubes10
Collocation method for stochastic delay differential equations9
Editorial Board9
Robust design optimization by spline dimensional decomposition9
Editorial Board9
Stochastic simulation of velocity pulses of near-fault ground motions based on multivariate copula modeling9
Stochastic nonlinear eigenvibrations of thin elastic plates resting on time-fractional viscoelastic supports9
Quantification of data and production uncertainties for tire design parameters in the frame of robustness evaluation9
Simulation of stationary Gaussian/non-Gaussian stochastic processes based on stochastic harmonic functions9
A two stage Kriging approach for Bayesian optimal experimental design9
Synthesizing dual-track road elevation data9
Nonlinear coupled asymmetric stochastic resonance for weak signal detection based on intelligent algorithm optimization9
Reliability of quasi-integrable Hamiltonian systems with coupled viscoelastic dampings driven by wideband noises9
B-splines chaos and Kalman Filters for solving a stochastic differential equation9
An enhanced PDEM-based framework for reliability analysis of structures considering multiple failure modes and limit states8
Correlated non-Gaussian and Gaussian noises induced transition and mean first-passage time in a fractional-order bistable system8
Extending the analysis of the Euler–Bernoulli model for a stochastic static cantilever beam: Theory and simulations8
Distribution-free P-box processes based on translation theory: Definition and simulation8
Hybrid Bayesian-Copula-based damage probability estimation for steel-concrete composite tall buildings under concurrent seismic and wind loads8
An efficient approach for statistical moments estimation of structural response based on a novel adaptive hybrid dimension-reduction method8
A wavelet transform based stationary transformation method for estimating the extreme value of the non-stationary wind speeds8
Development of a model for stochastic analysis of vehicle–track interaction considering spatial variability of track parameters8
Separable Gaussian neural networks for high-dimensional nonlinear stochastic systems8
A novel self-adaptive step size first-order method for structural reliability analysis based on modified Sigmoid function and Armijo rule8
Gaussian process metamodel and Markov chain Monte Carlo-based Bayesian inference framework for stochastic nonlinear model updating with uncertainties8
Unidirectional and multi-directional wave estimation from ship motions using an Adaptive Kalman Filter with the inclusion of varying forward speed8
Structural design optimization under dynamic reliability constraints based on the probability density evolution method and highly-efficient sensitivity analysis8
Evolutionary power spectrum estimation of multi-variate nonstationary stochastic processes based on interpolation enhanced energy reckoning-based method7
Statistical analysis of wind load probabilistic models considering wind direction and calculation of reference wind pressure values in Liaoning Province, China7
A mechanism motion error sensitivity analysis method based on principal component analysis and artificial neural network7
Characterization, propagation, and sensitivity analysis of uncertainties in the directed energy deposition process using a deep learning-based surrogate model7
Editorial Board7
Random response of a viscoelastic dielectric elastomer spherical balloon7
Hybrid mechanical and data-driven probabilistic model for shear strength of RC beam-column joints7
Wind speed monitoring using entropy theory and a copula-based approach7
A probabilistic, empirical model for permeability of mudstone7
Construction of adaptive Kriging metamodel for failure probability estimation considering the uncertainties of distribution parameters7
Comparison of PDEM and MCS: Accuracy and efficiency7
Imprecise subset simulation7
Generic compressive strength prediction model applicable to multiple lithologies based on a broad global database7
Two dimension-reduction probabilistic models for simulating nonstationary turbulent wind fields7
Optimal load rating-based inspection planning of corroded steel girders using Markov decision process7
Interval and fuzzy physics-informed neural networks for uncertain fields7
Probabilistic analysis of high-speed train safety on bridges under stochastic near-fault pulse-type ground motions7
Dynamical responses for a vertical vibration model of a four-roller cold rolling mill under combined stochastic and harmonic excitations7
Dynamic reliability analysis for non-stationary non-Gaussian response based on the bivariate vector translation process7
Data-driven analysis of probability density for nonlinear stochastic Duffing-van der Pol systems using BP neural networks7
Probabilistic analysis of the instantaneous center of rotation of a floating structure under regular and irregular beam waves7
The transient characteristics of an underdamped periodic potential system excited by two different kinds of noise7
High-speed rolling bearing lubrication reliability analysis based on probability box model7
The two-level probabilistic description of the compressive constitutive parameters of concrete7
Editorial Board7
Robust optimization of MTMD systems for the control of vibrations6
Reliability-informed design table for optimizing tuned mass-damper-inerter systems to improve structural seismic performance6
Radial basis function neural networks solution for stationary probability density function of nonlinear stochastic systems6
Uncertainty and bias in fragility estimates by intensifying artificial accelerations6
Structural reliability analysis based on probability density evolution method and stepwise truncated variance reduction6
Solution of ordinary differential equation with random parameters using Kronecker product6
Revisiting the estimation of extreme wind speed considering directionality6
Identification of probabilistic distribution parameters for the mesoscopic stochastic fracture model6
A new active learning method for reliability analysis based on local optimization and adaptive parallelization strategy6
Performance analysis of an energy harvester with a nonlinear energy sink and time delay under narrow-band noise excitation6
Efficient optimization-based method for simultaneous calibration of load and resistance factors considering multiple target reliability indices6
Asymptotic Bayesian Optimization: A Markov sampling-based framework for design optimization6
Probability density evolution filter6
Stochastic design optimization of nonlinear structures under random seismic excitations using incremental dynamic analysis6
Assessment of random dynamic behavior for EMUs high-speed train based on Monte Carlo simulation6
A procedure to estimate the Minimum Observable Damage in truss structures using vibration-based Structural Health Monitoring systems6
Probabilistic modeling for reliability analysis of buried pipelines subjected to spatiotemporal earthquakes6
Response and reliability analysis of random time-delay controlled systems undergo wide-band random excitations6
Editorial Board6
Bayesian analysis for estimating statistical parameter distributions of elasto-viscoplastic material models6
Determination of monopile offshore structure response to stochastic wave loads via analog filter approximation and GV-GDEE procedure6
A hybrid approach of modified bootstrap and physics-based methods for probabilistic fatigue life prediction considering overload effects6
Identification of missing input distributions with an inverse multi-modal Polynomial Chaos approach based on scarce data6
The exact element stiffness matrices of stochastically parametered beams5
Propagation of material uncertainty in modal parameters and its influence in damage quantification of shear buildings5
System identification and reliability assessment of hyperelastic materials via an efficient sparsity-promoting variational Bayesian approach5
Recent advances in uncertainty quantification in structural response characterization and system identification5
A nested hierarchy of second order upper bounds on system failure probability5
Special mathematical transformation-based fatigue damage estimation under narrowband non-Gaussian random loadings5
Static condensation based reduced order modelling of stochastically parametered large ordered systems5
Closed-form expressions for eigenvalue and eigenvectors of stochastic symmetric matrices using the probability transformation method5
Augmented weighted low-discrepancy simulation with hyper-spherical ring for general reliability analysis5
Modeling tensile failure of concrete considering multivariate correlated random fields of material parameters5
Joint spatial modeling of significant wave height and wave period using the SPDE approach5
A quadratic Wiener path integral approximation for stochastic response determination of multi-degree-of-freedom nonlinear systems5
Multi-source data-driven conjugate Bayesian inference of the distributions of soil shear strength parameter moments5
Interplay between nonlinear Fokker–Planck equation and stochastic differential equation5
An evolutive probability transformation method for the dynamic stochastic analysis of structures5
Modified replica exchange-based MCMC algorithm for estimation of structural reliability based on particle splitting method5
Editorial Board5
Efficient Runge–Kutta solver for stochastic crack growth analysis5
Random vibration analysis for train–track interaction from the aspect of uncertainty quantification5
Improved state augmentation method for buffeting analysis of structures subjected to non-stationary wind5
Reliability analysis combining method of moments with control variates5
Physics-integrated deep learning for uncertainty quantification and reliability estimation of nonlinear dynamical systems5
Book Review5
On the use of Directional Importance Sampling for reliability-based design and optimum design sensitivity of linear stochastic structures5
MDOF stochastic stability analysis and applications to a coupled rotating shaft system5
Two-phase optimized experimental design for fatigue limit testing4
Random vibrations of a structure modified by damped absorbers4
Survival probability of structures under fatigue: A data-based approach4
Application of particle filter variants to estimate the remaining useful life4
Gated Linear Model induced U-net for surrogate modeling and uncertainty quantification4
A multi-mode failure boundary exploration and exploitation framework using adaptive kriging model for system reliability assessment4
Pattern-moving-based dynamic description for a class of nonlinear systems using the generalized probability density evolution4
Contribution to efficient structural safety assessments: A comparative analysis of computational schemes4
A long short-term memory based deep learning algorithm for seismic response uncertainty quantification4
Editorial Board4
Enhanced universal kriging for transformed input parameter spaces4
Application of the Tail Equivalent Linearization Method to wave bending moment and comparison with experimental data4
Stochastic dispersion behavior and optimal design of locally resonant metamaterial nanobeams using nonlocal strain gradient theory4
Conditional simulation of stationary non-Gaussian processes based on unified hermite polynomial model4
Multivariate non-Gaussian process simulation based on HPM-JTM hybrid model4
Explicit closed-form solution for the evolutionary power spectral density function of the stochastic response of structures subjected to artificial accelerograms consistent with pulse-like ground moti4
Reliability analysis of the stress intensity factor using multilevel Monte Carlo methods4
Probabilistic analysis-based vibration characteristics of intentionally mistuned blisk4
Probabilistic solution of a homogeneous linear second-order differential equation with randomized complex coefficients4
Structural reliability analysis with extremely small failure probabilities: A quasi-Bayesian active learning method4
Structural design optimization under dynamic reliability constraints based on probability density evolution method and quantum-inspired optimization algorithm4
Covariance-based MCMC for high-dimensional Bayesian updating with Sequential Monte Carlo4
Research on control parameters of high-speed maglev train under stochastic track irregularities4
Extreme riser experimental loads caused by sea currents in the Gulf of Eilat4
Time-domain dimension-reduction representation for stochastic ground motion utilizing filtered white noise4
Uncertainty analysis of structural output with closed-form expression based on surrogate model4
Estimation of failure probability-based-global-sensitivity using the theorem of Bayes and subset simulation4
Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review4
Confidence-based design optimization using multivariate kernel density estimation under insufficient input data4
A PDF discretization scheme in wavenumber–frequency joint spectrum for simulating multivariate random fluctuating wind fields4
Stochastic analysis and dynamic reliability of the heavy-haul train–bridge system based on direct probability integral method3
Quantitative property of MF-discrepancy and efficient point-selection strategy for the nonlinear stochastic response analysis of structures with random parameters3
Probabilistic stability analyses of active shallow trapdoor in spatially random sand3
An extended two-scale random field model for stochastic response analysis and its application to RC Short-leg shear wall structure3
Reliability assessment of civil structures with incomplete probability distribution information3
Stochastic dynamical systems developed on Riemannian manifolds3
Optimal design of cubic nonlinear energy harvester device for random vibrations3
Dynamic stability simulation of micro-milling under the condition of multi-parameter uncertainty3
Multi-fidelity wavelet neural operator surrogate model for time-independent and time-dependent reliability analysis3
Stochastic dynamic response analysis via dimension-reduced probability density evolution equation (DR-PDEE) with enhanced tail-accuracy3
Editorial Board3
Characterizing anisotropic spatial variations of uncertain mechanical parameters for clay layer using incomplete probability data3
A database of installation monitoring and uplift load tests of round-shaft helical anchors in Brazil3
Bayesian-based probabilistic models for the ultimate drift capacity of rectangular reinforced concrete columns failed in flexure mode3
Response of Gaussian white noise excited oscillators with inertia nonlinearity based on the RBFNN method3
Laplace and Mellin transform for reconstructing the probability distribution by a limited amount of information3
Probabilistic machine learning approach for structural reliability analysis3
Advances in dimension-reduction methods for simulating univariate and multivariate non-stationary stochastic processes via spectral representation3
A Kriging-based adaptive adding point strategy for structural reliability analysis3
Stochastic bifurcation and nonlinear dynamics analysis of stochastic wheelset system with double time delays3
Statistical model calibration of correlated unknown model variables through identifiability improvement3
A layer assigned probability space partition method for structural small failure probability problem3
Meta model-based and cross entropy-based importance sampling algorithms for efficiently solving system failure probability function3
Effect of uncertain damping coefficient on the response of a SDOF system3
Improved pseudo-force approach for Monte Carlo Simulation of non-linear fractional oscillators under stochastic excitation3
Three-dimensional reliability stability analysis of earth-rock dam slopes reinforced with permeable polymer3
Probability distribution estimation for harmonisable loads and responses of linear elastic structures3
A perspective on conditional spectrum-based determination of response statistics of nonlinear systems3
Using computer techniques for vibration damage estimation under stochastic loading using the Monte Carlo Method for aerospace applications3
Maximum likelihood estimation of probabilistically described loads in beam structures3
Partial safety factor calibration using surrogate models: An application for running safety of ballasted high-speed railway bridges3
Self-similarity and response of fractional differential equations under white noise input3
A practical approach for sampling the Longuet–Higgins distribution for engineering applications3
The influence of slope geometric parameters on the reliability of slope reinforced by micro-piles in spatially variable soils3
Dimensional reduction technique-based maximum entropy principle method for safety degree analysis under twofold random uncertainty3
On the numerical solution of fractional differential equations under white noise processes3
Error-based stopping criterion for the combined adaptive Kriging and importance sampling method for reliability analysis3
Reliability evaluation of folding wing mechanism deployment performance based on improved active learning Kriging method3
Probability density evolution method based stochastic simulation of near-fault pulse-like ground motions3
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