Probabilistic Engineering Mechanics

Article	Citations
Improved pseudo-force approach for Monte Carlo Simulation of non-linear fractional oscillators under stochastic excitation	71
A Bayesian framework for uncertainty quantification of perturbed gamma process based on simulated likelihood	53
Computing exit location distribution of stochastic dynamical systems with noncharacteristic boundary based on deep learning	34
Analytical response and Markovianity of systems governed by fractional differential equations driven by 30
Self-similarity and response of fractional differential equations under white noise input	29
Stochastic dynamical systems developed on Riemannian manifolds	29
Iterative Polynomial Dimensional Decomposition approach towards solution of structural mechanics problems with material randomness	28
Generation of realistic 3D concrete aggregate microstructures using multiscale multifractal evolutionary stochastic manifold and operator-split-genetic algorithm	27
Residence time in one-dimensional random walks in presence of moving defects	26
Reliability of dynamical systems with combined Gaussian and Poisson white noise via path integral method	25
Copula-based JPDF of wind speed, wind direction, wind angle, and temperature with SHM data	25
Application of sensitivity analysis in extension, inflation, and torsion of residually stressed circular cylindrical tubes	21
Investigations on the restrictions of stochastic collocation methods for high dimensional and nonlinear engineering applications	18
Bayesian analysis for estimating statistical parameter distributions of elasto-viscoplastic material models	16
Maximum likelihood estimation of probabilistically described loads in beam structures	16
Stochastic resonance of a multi-stable system and its application in bearing fault diagnosis	16
Assessment of random dynamic behavior for EMUs high-speed train based on Monte Carlo simulation	15
Revisiting the estimation of extreme wind speed considering directionality	15
Back analysis of the shear strength parameters of 3D landslides with Bayesian approach and reliability theory	15
Higher-order analysis for random vibration of stochastic structures under Gaussian stationary excitation	14
An efficient method for solving high-dimension stationary FPK equation of strongly nonlinear systems under additive and/or multiplicative white noise	14
Response and reliability analysis of random time-delay controlled systems undergo wide-band random excitations	14
On the parametric assessment of fatigue disparities	14
Reliability analysis of underground tunnel by a novel adaptive Kriging based metamodeling approach	14
Probabilistic characterization of the effect of transient stochastic loads on the fatigue-crack nucleation time	14

Statistical model calibration of correlated unknown model variables through identifiability improvement	14
Robust design optimization by spline dimensional decomposition	13
Identification of missing input distributions with an inverse multi-modal Polynomial Chaos approach based on scarce data	13
Simulation of stationary Gaussian/non-Gaussian stochastic processes based on stochastic harmonic functions	13
Extended harmonic input method for response spectrum determination of vehicle–bridge systems	12
Adaptive radial importance sampling under directional stratification	12
A dimension-reduction based maximum entropy method for probabilistic ultimate load prediction in composite corrugated sandwich panels	12
Radial basis function neural networks solution for stationary probability density function of nonlinear stochastic systems	12
A hybrid approach of modified bootstrap and physics-based methods for probabilistic fatigue life prediction considering overload effects	12
Reliability evaluation of folding wing mechanism deployment performance based on improved active learning Kriging method	12
A double-loop relevant vector machine-based system reliability analysis method with Meta-IS idea and active learning strategy	12
Uncertainty quantification of nonlinear system stochastic response estimates based on the Wiener path integral technique: A Bayesian compressive sampling treatment	12
Probabilistic modeling for reliability analysis of buried pipelines subjected to spatiotemporal earthquakes	11
Probabilistic modeling of threshold stress intensity factor for fatigue endurance reliability prediction	11
A Wiener path integral technique for determining the stochastic response of nonlinear oscillators with fractional derivative elements: A constrained variational formulation with free boundaries	11
Reliability of quasi-integrable Hamiltonian systems with coupled viscoelastic dampings driven by wideband noises	11
Simulation of a non-Gaussian stochastic process based on a combined distribution of the UHPM and the GBD	11
Wavelet packets-based simulation of non-stationary multivariate ground motions	10
Identification of probabilistic distribution parameters for the mesoscopic stochastic fracture model	10
An extended two-scale random field model for stochastic response analysis and its application to RC Short-leg shear wall structure	10
Interval deep learning for computational mechanics problems under input uncertainty	10
Modal–based uncertainty quantification for deterministically estimated structural parameters in low-fidelity model updating of complex connections	9
Uncertainty and bias in fragility estimates by intensifying artificial accelerations	9
A joint time–space extrapolation approach within the Wiener path integral technique for efficient stochastic response determination of nonlinear systems	9
Editorial Board	9
Probability distributions for dynamic and extreme responses of linear elastic structures under quasi-stationary harmonizable loads	9
Novel Bayesian updating based interpolation method for estimating failure probability function in the presence of random-interval uncertainty	9
A new active learning method for reliability analysis based on local optimization and adaptive parallelization strategy	9
Advances in dimension-reduction methods for simulating univariate and multivariate non-stationary stochastic processes via spectral representation	9
Quantitative review of probabilistic approaches to fatigue design in the medium cycle fatigue regime	9
Fractional-order filter approximations for efficient stochastic response determination of wind-excited linear structural systems	9
Small failure probability analysis of stochastic structures based on a new hybrid approach	9
Numerical investigation of turbulence effect on flight trajectory of spherical windborne debris: A multi-layered approach	9
Uncertainties quantification for damage localization in concrete based on Bayesian method	9
Robust model agnostic predictive control algorithm for randomly excited dynamical systems	9
Quantified active learning Kriging model for structural reliability analysis	9
Quantile-based sequential optimization and reliability assessment method under random and interval hybrid uncertainty	9
Data-driven probabilistic quantification and assessment of the prediction error model in damage detection applications	8
Full probability conversion model for predicting concrete compressive strength using the rebound method	8
Regional reliability sensitivity analysis based on dimension reduction technique	8
Robust optimization of MTMD systems for the control of vibrations	8
Reliability analysis method for multiple failure modes with overlapping failure domains	8
Expected damage assessment of RC half-joints under traffic load	8
A procedure to estimate the Minimum Observable Damage in truss structures using vibration-based Structural Health Monitoring systems	8
B-splines chaos and Kalman Filters for solving a stochastic differential equation	8
Novel symmetric divergence based importance measures for engineering simulation models under uncertainty	7
Meta-model based sequential importance sampling method for structural reliability analysis under high dimensional small failure probability	7
Synthesizing dual-track road elevation data	7
Probability density evolution method based stochastic simulation of near-fault pulse-like ground motions	7
Editorial Board	7

Quantitative property of MF-discrepancy and efficient point-selection strategy for the nonlinear stochastic response analysis of structures with random parameters	7
A novel self-adaptive step size first-order method for structural reliability analysis based on modified Sigmoid function and Armijo rule	7
Editorial Board	7
Nonlinear coupled asymmetric stochastic resonance for weak signal detection based on intelligent algorithm optimization	7
An efficient approach for statistical moments estimation of structural response based on a novel adaptive hybrid dimension-reduction method	7
Stochastic simulation of velocity pulses of near-fault ground motions based on multivariate copula modeling	7
A time-dependent reliability analysis method based on multi-level meta-models for problems involving interval variables	6
Special Issue: Risk and Uncertainty in Engineering Computations	6
A database of installation monitoring and uplift load tests of round-shaft helical anchors in Brazil	6
Simulation of multivariate ergodic stochastic processes using adaptive spectral sampling and non-uniform fast Fourier transform	6
Inference on the high-reliability lifetime estimation based on the three-parameter Weibull distribution	6
Special mathematical transformation-based fatigue damage estimation under narrowband non-Gaussian random loadings	6
Nonstationary time-varying extreme value of downburst-induced wind loads based on transformed stationary method	6
Static condensation based reduced order modelling of stochastically parametered large ordered systems	6
A novel mean square formulation of stochastic nonlinear dynamic systems based on Adomian decomposition	6
Quantification of data and production uncertainties for tire design parameters in the frame of robustness evaluation	6
Extended statistical linearization approach for estimating non-stationary response statistics of systems comprising fractional derivative elements	6
Propagation of material uncertainty in modal parameters and its influence in damage quantification of shear buildings	6
Structural reliability analysis under stochastic seismic excitations and multidimensional limit state based on gamma mixture model and copula function	6
Bayesian-based probabilistic models for the ultimate drift capacity of rectangular reinforced concrete columns failed in flexure mode	6
Error propagation for quantile estimation via combining Polynomial Chaos expansions and metalog distributions	6
Markov chain based non-linear fatigue damage accumulation model	6
On the use of Directional Importance Sampling for reliability-based design and optimum design sensitivity of linear stochastic structures	6
Random vibration of the point-driven portal and multi-bay planar frames	6
Model calibration: A hierarchical Bayesian approach	6
Laplace and Mellin transform for reconstructing the probability distribution by a limited amount of information	6
Probability density function of whole-body vibration in passenger car	6
Modeling tensile failure of concrete considering multivariate correlated random fields of material parameters	6
Counter-checking uncertainty calculations in Bayesian operational modal analysis with EM techniques	6
Probabilistic slope stability analysis: A novel distribution for soils exhibiting highly variable spatial properties	6
Probabilistic identification method for seismic failure modes of reinforced concrete beam-column joints using Gaussian process with deep kernel	6
Editorial Board	6
Nonlinear random vibrations of micro-beams with fractional viscoelastic core	6
A perspective on conditional spectrum-based determination of response statistics of nonlinear systems	5
Hybrid machine learning with Bayesian optimization methods for prediction of patch load resistance of unstiffened plate girders	5
Random vibration analysis for train–track interaction from the aspect of uncertainty quantification	5
Modeling Gaussian and Gamma random fields for layered material properties with transitional zones	5
Stochastic analysis and dynamic reliability of the heavy-haul train–bridge system based on direct probability integral method	5
An evolutive probability transformation method for the dynamic stochastic analysis of structures	5
Response of Gaussian white noise excited oscillators with inertia nonlinearity based on the RBFNN method	5
Application of Variability Response Function to Cross Laminated Timber	5
Collocation method for stochastic delay differential equations	5
Characterizing anisotropic spatial variations of uncertain mechanical parameters for clay layer using incomplete probability data	5
Uncertainty quantification for viscoelastic composite materials using time-separated stochastic mechanics	5
Efficient Runge–Kutta solver for stochastic crack growth analysis	5
A univariate Chebyshev polynomials method for structural systems with interval uncertainty	5
A novel non-intrusive ROM for randomly excited linear dynamical systems with high stochastic dimension using ANN	5
Probability distribution estimation for harmonisable loads and responses of linear elastic structures	5
Performance-based target reliability analysis of offshore wind turbine mooring lines subjected to the wind and wave	5
Moment capacity of H-section steel beam with randomly located pitting corrosion	5
Improved state augmentation method for buffeting analysis of structures subjected to non-stationary wind	5
Using computer techniques for vibration damage estimation under stochastic loading using the Monte Carlo Method for aerospace applications	5
Bayesian inference of pit corrosion in prestressing strands using Markov Chain Monte Carlo method	5
A novel method for global reliability sensitivity analysis by adaptive bivariate multiplicative dimensional reduction integral	5
Database classification for LRFD of spread foundations under uplift loading in cohesionless soils	5
An orthogonal normal transformation of correlated non-normal random variables for structural reliability	5
The exact element stiffness matrices of stochastically parametered beams	5
Joint spatial modeling of significant wave height and wave period using the SPDE approach	5
Finite dimensional (FD) Slepian models for non-Gaussian processes	5
An improved interval prediction method for recurrence period wind speed	5
Time-variant reliability global sensitivity analysis with single-loop Kriging model combined with importance sampling	4
An efficient strategy for information reuse in probability density evolution method considering large shift of distributions with multiple random variables	4
Three-dimensional reliability stability analysis of earth-rock dam slopes reinforced with permeable polymer	4
Stochastic nonlinear eigenvibrations of thin elastic plates resting on time-fractional viscoelastic supports	4
Response of nonlinear oscillators with fractional derivative elements under evolutionary stochastic excitations: A Path Integral approach based on Laplace’s method of integration	4
Bayesian-based model updating using natural frequency data for historic masonry towers	4
Two-scale random field model for quasi-brittle materials	4
Editorial Board	4
Editorial Board	4
An enhanced PDEM-based framework for reliability analysis of structures considering multiple failure modes and limit states	4
Modified replica exchange-based MCMC algorithm for estimation of structural reliability based on particle splitting method	4
Enhanced multi-fidelity modeling for digital twin and uncertainty quantification	4
Special collection on data-centric foundation engineering using statistics	4
A nested hierarchy of second order upper bounds on system failure probability	4
Comparison of PDEM and MCS: Accuracy and efficiency	4
A simple and efficient stochastic meshfree method for linear eigenvalue problems in structural mechanics	4
Editorial Board	4
A two stage Kriging approach for Bayesian optimal experimental design	4
Efficient optimization-based method for simultaneous calibration of load and resistance factors considering multiple target reliability indices	4
Reliability analysis framework for shallow foundations resting on reinforced cohesionless soils	4

Assessment of multi-dimensional joint probability distribution for uncertain mechanical strength parameters under small sample test data	4
Gaussian process metamodel and Markov chain Monte Carlo-based Bayesian inference framework for stochastic nonlinear model updating with uncertainties	4
Translation models and extremes	4
Bayesian model updating of eight-storey CLT building using modal data	4
Editorial Board	4
Time-dependent kinematic reliability of motion mechanisms with dynamic factors	3
Random walks and moving boundaries: Estimating the penetration of diffusants into dense rubbers	3
Data-driven polynomial chaos-interval metamodel for dynamics and reliability analysis under hybrid uncertainty	3
A polynomial chaos efficient global optimization approach for Bayesian optimal experimental design	3
Closed-form expressions for eigenvalue and eigenvectors of stochastic symmetric matrices using the probability transformation method	3
Adaptive surrogate model coupled with stochastic configuration network strategies for time-dependent reliability assessment	3
Distribution-free P-box processes based on translation theory: Definition and simulation	3
A direct analytical derivation of the multi-dimensional fragility spaces of structures under nonstationary mainshock-multi-aftershock sequences	3
Wind pressure field reconstruction using a variance-extended KSI method: Both deterministic and probabilistic applications	3
Failure probability estimation of dynamic systems employing relaxed power spectral density functions with dependent frequency modeling and sampling	3
Compilation of wheel-rail comprehensive irregularity spectrum for subway vehicle	3
Non-stationary probabilistic analysis of non-linear ship roll motion due to modulated periodic and random excitations	3
Extending the analysis of the Euler–Bernoulli model for a stochastic static cantilever beam: Theory and simulations	3
Influence of uncertainties on dynamic properties and responses of human-structure coupled system under bouncing excitations	3
Adaptive Kriging Adopting PSO with Hollow-Hypersphere space in structural reliability assessment	3
Effect of interface roughness on the elastic properties of 3D layered media	3
Seismic collaborative reliability analysis for a slope considering spatial variability base on optimized subset simulation	3
Koopman operator for time-dependent reliability analysis	3
The generalized EPC method for the non-stationary probabilistic response of nonlinear dynamical system	3
Neumann enriched polynomial chaos approach for stochastic finite element problems	3
Separable Gaussian neural networks for high-dimensional nonlinear stochastic systems	3
Survival probability of nonlinear oscillators endowed with fractional derivative element and subjected to evolutionary excitation: A stochastic averaging treatment with path integral concepts	3
Reliability modeling of pre-stressed composite structures subject to interlayer slip failure under multi-axial random impact and vibration loads	3
Efficient metamodel-based importance sampling coupled with single-loop estimation method for parameter global reliability sensitivity analysis	3
Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review	3
A DPIM-based probability analysis framework to obtain railway vehicle vibration characteristics considering the randomness of OOR wheel	3
Correlated non-Gaussian and Gaussian noises induced transition and mean first-passage time in a fractional-order bistable system	3
Interplay between nonlinear Fokker–Planck equation and stochastic differential equation	3
Sample regeneration algorithm for structural failure probability function estimation	3
Probabilistic data-driven framework for performance assessment of retaining walls against rockfalls	3
Importance sampling for reliability assessment of dynamic systems under general random process excitation	3
The modified mesoscopic stochastic fracture model incorporating the random field of Young's modulus for the uniaxial constitutive law of concrete	3
A wavelet transform based stationary transformation method for estimating the extreme value of the non-stationary wind speeds	3
Hybrid Bayesian-Copula-based damage probability estimation for steel-concrete composite tall buildings under concurrent seismic and wind loads	3
Efficient metamodeling and uncertainty propagation for rotor systems by sparse polynomial chaos expansion	2
Editorial Board	2
Stochastic stiffness identification and response estimation of Timoshenko beams via physics-informed Gaussian processes	2
Field simulation of settlement analysis for shallow foundation using cone penetration data	2
Nonstationary response statistics of structures with hysteretic damping to evolutionary stochastic excitation	2
On the optimal design of radial basis function neural networks for the analysis of nonlinear stochastic systems	2
An analytical solution to traffic loads on long span bridges	2
MDOF stochastic stability analysis and applications to a coupled rotating shaft system	2
Fragility analysis of curtain walls based on wind-borne debris considering wind environment	2
On information fusion for reliability estimation with multifidelity models	2
Structural design optimization under dynamic reliability constraints based on the probability density evolution method and highly-efficient sensitivity analysis	2
Developed triangular charts; deltaic CPTu-based soil behavior classification using AUT:CPTu-Geo-Marine Database	2
Prediction of train-induced ground-borne vibration transmission considering parametric uncertainties	2
Characterization, propagation, and sensitivity analysis of uncertainties in the directed energy deposition process using a deep learning-based surrogate model	2
Optimizing site investigations for gassy soils: A Bi-objective approach using value of information and cost of boreholes	2
Reliability and hybrid maintenance modeling for competing failure systems with multistage periods	2
Stochastic averaging in parametric regions near separatrices of integrability	2
Pattern-moving-based dynamic description for a class of nonlinear systems using the generalized probability density evolution	2
Probabilistic analysis-based vibration characteristics of intentionally mistuned blisk	2
System reliability analysis for independent and nonidentical components based on survival signature	2
Influence of interfaces roughness on elastic properties of layered media	2
Robust scalable initialization for Bayesian variational inference with multi-modal Laplace approximations	2
Physics-integrated deep learning for uncertainty quantification and reliability estimation of nonlinear dynamical systems	2
Design by adaptive infill sampling with multi-objective optimization for exploitation and exploration	2
Contribution to efficient structural safety assessments: A comparative analysis of computational schemes	2
Book Review	2
Time-domain dimension-reduction representation for stochastic ground motion utilizing filtered white noise	2
Vibration fatigue analysis of structures under non-stationary and non-Gaussian random excitation	2
Nonprobabilistic time-dependent reliability analysis for uncertain structures under interval process loads	2
Reliability analysis of the stress intensity factor using multilevel Monte Carlo methods	2
A long short-term memory based deep learning algorithm for seismic response uncertainty quantification	2
Sparse Identification of Conditional relationships in Structural Causal Models (SICrSCM) for counterfactual inference	2
Recent advances in uncertainty quantification in structural response characterization and system identification	2
An improved modified Weibull distribution applied to predict the reliability evolution of an aircraft lock mechanism	2
Development of a model for stochastic analysis of vehicle–track interaction considering spatial variability of track parameters	2
Physics-based stochastic aging corrosion analysis assisted by machine learning	2
A quadratic Wiener path integral approximation for stochastic response determination of multi-degree-of-freedom nonlinear systems	2
Random set solutions to elliptic and hyperbolic partial differential equations	2
Finite dimensional models for wind diffusion process	2
An attention-based deep learning method for safety of uncertain vehicle-bridge system with random near fault earthquakes	2
Data-driven statistical nonlinearization technique based on information entropy	2