Probabilistic Engineering Mechanics

Article	Citations
B-splines chaos and Kalman Filters for solving a stochastic differential equation	77
Full probability conversion model for predicting concrete compressive strength using the rebound method	62
Reliability analysis method for multiple failure modes with overlapping failure domains	41
Improved pseudo-force approach for Monte Carlo Simulation of non-linear fractional oscillators under stochastic excitation	37
Advances in dimension-reduction methods for simulating univariate and multivariate non-stationary stochastic processes via spectral representation	37
A Bayesian framework for uncertainty quantification of perturbed gamma process based on simulated likelihood	35
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
Stochastic dynamical systems developed on Riemannian manifolds	29
Self-similarity and response of fractional differential equations under white noise input	26
Iterative Polynomial Dimensional Decomposition approach towards solution of structural mechanics problems with material randomness	25
Generation of realistic 3D concrete aggregate microstructures using multiscale multifractal evolutionary stochastic manifold and operator-split-genetic algorithm	21
Residence time in one-dimensional random walks in presence of moving defects	18
Reliability of dynamical systems with combined Gaussian and Poisson white noise via path integral method	18
Robust model agnostic predictive control algorithm for randomly excited dynamical systems	18
Maximum likelihood estimation of probabilistically described loads in beam structures	16
Application of sensitivity analysis in extension, inflation, and torsion of residually stressed circular cylindrical tubes	16
Higher-order analysis for random vibration of stochastic structures under Gaussian stationary excitation	16
Stochastic resonance of a multi-stable system and its application in bearing fault diagnosis	16
Investigations on the restrictions of stochastic collocation methods for high dimensional and nonlinear engineering applications	16
Probabilistic characterization of the effect of transient stochastic loads on the fatigue-crack nucleation time	16
Bayesian analysis for estimating statistical parameter distributions of elasto-viscoplastic material models	16
Reliability analysis of underground tunnel by a novel adaptive Kriging based metamodeling approach	15
Identification of missing input distributions with an inverse multi-modal Polynomial Chaos approach based on scarce data	15
Simulation of stationary Gaussian/non-Gaussian stochastic processes based on stochastic harmonic functions	15

Uncertainty quantification of nonlinear system stochastic response estimates based on the Wiener path integral technique: A Bayesian compressive sampling treatment	14
A dimension-reduction based maximum entropy method for probabilistic ultimate load prediction in composite corrugated sandwich panels	14
Adaptive radial importance sampling under directional stratification	14
Robust design optimization by spline dimensional decomposition	14
A double-loop relevant vector machine-based system reliability analysis method with Meta-IS idea and active learning strategy	14
A hybrid approach of modified bootstrap and physics-based methods for probabilistic fatigue life prediction considering overload effects	14
Radial basis function neural networks solution for stationary probability density function of nonlinear stochastic systems	14
Reliability evaluation of folding wing mechanism deployment performance based on improved active learning Kriging method	13
Extended harmonic input method for response spectrum determination of vehicle–bridge systems	13
Identification of probabilistic distribution parameters for the mesoscopic stochastic fracture model	12
Simulation of a non-Gaussian stochastic process based on a combined distribution of the UHPM and the GBD	12
Interval deep learning for computational mechanics problems under input uncertainty	12
Uncertainty and bias in fragility estimates by intensifying artificial accelerations	12
Probabilistic modeling of threshold stress intensity factor for fatigue endurance reliability prediction	12
An extended two-scale random field model for stochastic response analysis and its application to RC Short-leg shear wall structure	12
Back analysis of the shear strength parameters of 3D landslides with Bayesian approach and reliability theory	12
Probabilistic modeling for reliability analysis of buried pipelines subjected to spatiotemporal earthquakes	12
Reliability of quasi-integrable Hamiltonian systems with coupled viscoelastic dampings driven by wideband noises	12
Wavelet packets-based simulation of non-stationary multivariate ground motions	12
A joint time–space extrapolation approach within the Wiener path integral technique for efficient stochastic response determination of nonlinear systems	11
Assessment of random dynamic behavior for EMUs high-speed train based on Monte Carlo simulation	11
On the parametric assessment of fatigue disparities	11
Revisiting the estimation of extreme wind speed considering directionality	11
Quantitative review of probabilistic approaches to fatigue design in the medium cycle fatigue regime	11
Statistical model calibration of correlated unknown model variables through identifiability improvement	11
Quantified active learning Kriging model for structural reliability analysis	10
Modal–based uncertainty quantification for deterministically estimated structural parameters in low-fidelity model updating of complex connections	10
Uncertainties quantification for damage localization in concrete based on Bayesian method	10
Quantile-based sequential optimization and reliability assessment method under random and interval hybrid uncertainty	10
Numerical investigation of turbulence effect on flight trajectory of spherical windborne debris: A multi-layered approach	10
A new active learning method for reliability analysis based on local optimization and adaptive parallelization strategy	10
Novel Bayesian updating based interpolation method for estimating failure probability function in the presence of random-interval uncertainty	10
Probability distributions for dynamic and extreme responses of linear elastic structures under quasi-stationary harmonizable loads	10
Robust optimization of MTMD systems for the control of vibrations	9
Novel symmetric divergence based importance measures for engineering simulation models under uncertainty	9
Response and reliability analysis of random time-delay controlled systems undergo wide-band random excitations	9
Expected damage assessment of RC half-joints under traffic load	9
A Wiener path integral technique for determining the stochastic response of nonlinear oscillators with fractional derivative elements: A constrained variational formulation with free boundaries	9
Fractional-order filter approximations for efficient stochastic response determination of wind-excited linear structural systems	9
Copula-based JPDF of wind speed, wind direction, wind angle, and temperature with SHM data	9
Editorial Board	9
Data-driven probabilistic quantification and assessment of the prediction error model in damage detection applications	9
Small failure probability analysis of stochastic structures based on a new hybrid approach	9
A procedure to estimate the Minimum Observable Damage in truss structures using vibration-based Structural Health Monitoring systems	9
Reliability assessment of stochastic dynamical systems based on physics-informed gaussian process regression	9
Regional reliability sensitivity analysis based on dimension reduction technique	9
Editorial Board	8
Performance-based target reliability analysis of offshore wind turbine mooring lines subjected to the wind and wave	8
Special Issue: Risk and Uncertainty in Engineering Computations	8
A novel mean square formulation of stochastic nonlinear dynamic systems based on Adomian decomposition	8

An efficient method for solving high-dimension stationary FPK equation of strongly nonlinear systems under additive and/or multiplicative white noise	8
Moment capacity of H-section steel beam with randomly located pitting corrosion	8
Random vibration of the point-driven portal and multi-bay planar frames	8
Response of Gaussian white noise excited oscillators with inertia nonlinearity based on the RBFNN method	8
Editorial Board	8
Probabilistic identification method for seismic failure modes of reinforced concrete beam-column joints using Gaussian process with deep kernel	8
Augmented weighted low-discrepancy simulation with hyper-spherical ring for general reliability analysis	7
Synthesizing dual-track road elevation data	7
Static condensation based reduced order modelling of stochastically parametered large ordered systems	7
A time-dependent reliability analysis method based on multi-level meta-models for problems involving interval variables	7
A novel self-adaptive step size first-order method for structural reliability analysis based on modified Sigmoid function and Armijo rule	7
Meta-model based sequential importance sampling method for structural reliability analysis under high dimensional small failure probability	7
An efficient approach for statistical moments estimation of structural response based on a novel adaptive hybrid dimension-reduction method	7
Quantification of data and production uncertainties for tire design parameters in the frame of robustness evaluation	7
Model calibration: A hierarchical Bayesian approach	7
An efficient strategy for information reuse in probability density evolution method considering large shift of distributions with multiple random variables	7
Bayesian-based probabilistic models for the ultimate drift capacity of rectangular reinforced concrete columns failed in flexure mode	7
Probability distribution estimation for harmonisable loads and responses of linear elastic structures	7
Editorial Board	7
A two stage Kriging approach for Bayesian optimal experimental design	7
Nonlinear random vibrations of micro-beams with fractional viscoelastic core	7
Stochastic simulation of velocity pulses of near-fault ground motions based on multivariate copula modeling	7
Efficient optimization-based method for simultaneous calibration of load and resistance factors considering multiple target reliability indices	7
Simulation of multivariate ergodic stochastic processes using adaptive spectral sampling and non-uniform fast Fourier transform	6
A perspective on conditional spectrum-based determination of response statistics of nonlinear systems	6
Reliability-based design optimization incorporating extended Optimal Uncertainty Quantification	6
Nonlinear coupled asymmetric stochastic resonance for weak signal detection based on intelligent algorithm optimization	6
A novel non-intrusive ROM for randomly excited linear dynamical systems with high stochastic dimension using ANN	6
Stochastic nonlinear eigenvibrations of thin elastic plates resting on time-fractional viscoelastic supports	6
Efficient Runge–Kutta solver for stochastic crack growth analysis	6
An improved interval prediction method for recurrence period wind speed	6
Editorial Board	6
Assessment of multi-dimensional joint probability distribution for uncertain mechanical strength parameters under small sample test data	6
Quantitative property of MF-discrepancy and efficient point-selection strategy for the nonlinear stochastic response analysis of structures with random parameters	6
Stochastic bifurcation and nonlinear dynamics analysis of stochastic wheelset system with double time delays	6
Three-dimensional reliability stability analysis of earth-rock dam slopes reinforced with permeable polymer	6
Characterizing anisotropic spatial variations of uncertain mechanical parameters for clay layer using incomplete probability data	6
Improved state augmentation method for buffeting analysis of structures subjected to non-stationary wind	6
Nonstationary time-varying extreme value of downburst-induced wind loads based on transformed stationary method	6
Stochastic analysis and dynamic reliability of the heavy-haul train–bridge system based on direct probability integral method	6
An evolutive probability transformation method for the dynamic stochastic analysis of structures	6
Reliability analysis framework for shallow foundations resting on reinforced cohesionless soils	6
Probabilistic slope stability analysis: A novel distribution for soils exhibiting highly variable spatial properties	6
A univariate Chebyshev polynomials method for structural systems with interval uncertainty	5
Finite dimensional (FD) Slepian models for non-Gaussian processes	5
Joint spatial modeling of significant wave height and wave period using the SPDE approach	5
Inference on the high-reliability lifetime estimation based on the three-parameter Weibull distribution	5
Database classification for LRFD of spread foundations under uplift loading in cohesionless soils	5
Uncertainty quantification for viscoelastic composite materials using time-separated stochastic mechanics	5
Probability density evolution method based stochastic simulation of near-fault pulse-like ground motions	5
Enhanced multi-fidelity modeling for digital twin and uncertainty quantification	5
Structural reliability analysis under stochastic seismic excitations and multidimensional limit state based on gamma mixture model and copula function	5
Using computer techniques for vibration damage estimation under stochastic loading using the Monte Carlo Method for aerospace applications	5
Error propagation for quantile estimation via combining Polynomial Chaos expansions and metalog distributions	5
Application of Variability Response Function to Cross Laminated Timber	5
Modeling Gaussian and Gamma random fields for layered material properties with transitional zones	5
The exact element stiffness matrices of stochastically parametered beams	5
Probability density function of whole-body vibration in passenger car	5
Special mathematical transformation-based fatigue damage estimation under narrowband non-Gaussian random loadings	5
Propagation of material uncertainty in modal parameters and its influence in damage quantification of shear buildings	5
Modeling tensile failure of concrete considering multivariate correlated random fields of material parameters	5
Counter-checking uncertainty calculations in Bayesian operational modal analysis with EM techniques	5
Random vibration analysis for train–track interaction from the aspect of uncertainty quantification	5
Markov chain based non-linear fatigue damage accumulation model	5
A database of installation monitoring and uplift load tests of round-shaft helical anchors in Brazil	5
An orthogonal normal transformation of correlated non-normal random variables for structural reliability	5
Modified replica exchange-based MCMC algorithm for estimation of structural reliability based on particle splitting method	5
On the use of Directional Importance Sampling for reliability-based design and optimum design sensitivity of linear stochastic structures	5
A novel method for global reliability sensitivity analysis by adaptive bivariate multiplicative dimensional reduction integral	5
Bayesian inference of pit corrosion in prestressing strands using Markov Chain Monte Carlo method	5
Extended statistical linearization approach for estimating non-stationary response statistics of systems comprising fractional derivative elements	5
Hybrid machine learning with Bayesian optimization methods for prediction of patch load resistance of unstiffened plate girders	5
Collocation method for stochastic delay differential equations	5
A simple and efficient stochastic meshfree method for linear eigenvalue problems in structural mechanics	4
Physics-based stochastic aging corrosion analysis assisted by machine learning	4
Developed triangular charts; deltaic CPTu-based soil behavior classification using AUT:CPTu-Geo-Marine Database	4
A nested hierarchy of second order upper bounds on system failure probability	4
Two-scale random field model for quasi-brittle materials	4
Koopman operator for time-dependent reliability analysis	4
Field simulation of settlement analysis for shallow foundation using cone penetration data	4

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