Probabilistic Engineering Mechanics

Papers
(The TQCC of Probabilistic Engineering Mechanics is 4. 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 2020-02-01 to 2024-02-01.)
ArticleCitations
Sparse representations and compressive sampling approaches in engineering mechanics: A review of theoretical concepts and diverse applications46
Offshore renewable energy site correlated wind-wave statistics41
An active learning Kriging model combined with directional importance sampling method for efficient reliability analysis32
Data-driven uncertainty quantification and propagation in structural dynamics through a hierarchical Bayesian framework25
Propagation of uncertain structural properties described by imprecise Probability Density Functions via response surface method24
Extreme riser experimental loads caused by sea currents in the Gulf of Eilat21
An enhanced PDEM-based framework for reliability analysis of structures considering multiple failure modes and limit states21
First-passage reliability of high-dimensional nonlinear systems under additive excitation by the ensemble-evolving-based generalized density evolution equation21
Stochastic response determination of nonlinear structural systems with singular diffusion matrices: A Wiener path integral variational formulation with constraints21
Error-based stopping criterion for the combined adaptive Kriging and importance sampling method for reliability analysis20
Elucidating appealing features of differentiable auto-correlation functions: A study on the modified exponential kernel19
Seismic fragility analysis of structures based on Bayesian linear regression demand models18
Stochastic sensitivity analysis of energy-dissipating structures with nonlinear viscous dampers by efficient equivalent linearization technique based on explicit time-domain method18
A long short-term memory based deep learning algorithm for seismic response uncertainty quantification17
Probabilistic reconstruction for spatiotemporal sensor data integrated with Gaussian process regression17
An exact closed-form solution for linear multi-degree-of-freedom systems under Gaussian white noise via the Wiener path integral technique17
Probabilistic modeling for reliability analysis of buried pipelines subjected to spatiotemporal earthquakes16
Probabilistic method for wind speed prediction and statistics distribution inference based on SHM data-driven16
A compressive MUSIC spectral approach for identification of closely-spaced structural natural frequencies and post-earthquake damage detection15
Multilevel Monte Carlo simulations of composite structures with uncertain manufacturing defects13
On the usefulness of gradient information in surrogate modeling: Application to uncertainty propagation in composite material models13
Reliability of dynamical systems with combined Gaussian and Poisson white noise via path integral method12
Topology optimization of buildings subjected to stochastic wind loads12
A polynomial chaos method for arbitrary random inputs using B-splines12
Correlation structure in the elasticity tensor for short fiber-reinforced composites11
Copula-based JPDF of wind speed, wind direction, wind angle, and temperature with SHM data11
Multivariate GP-VAR models for robust structural identification under operational variability11
Dynamic reliability analysis for non-stationary non-Gaussian response based on the bivariate vector translation process11
Energy-based collapse assessment of concrete structures subjected to random damage evolutions11
Pitfalls of data-driven peaks-over-threshold analysis: Perspectives from extreme ship motions11
Robust optimization of MTMD systems for the control of vibrations11
Bayesian inference for parameters estimation using experimental data10
The role of intensity measures on the accuracy of seismic fragilities10
Probabilistic bond strength model for reinforcement bar in concrete10
Interval and fuzzy physics-informed neural networks for uncertain fields10
Comparison of PDEM and MCS: Accuracy and efficiency10
Machine learning based digital twin for stochastic nonlinear multi-degree of freedom dynamical system9
Reliability increase of masonry characteristics estimation by a sampling algorithm applied to thermographic digital images9
Response and reliability analysis of a high-dimensional stochastic system9
A linearization scheme for vibrations due to combined deterministic and stochastic loads9
An orthogonal normal transformation of correlated non-normal random variables for structural reliability9
Survival probability of nonlinear oscillators endowed with fractional derivative element and subjected to evolutionary excitation: A stochastic averaging treatment with path integral concepts8
Investigations on the restrictions of stochastic collocation methods for high dimensional and nonlinear engineering applications8
Uncertainty quantification of nonlinear system stochastic response estimates based on the Wiener path integral technique: A Bayesian compressive sampling treatment8
Probabilistic analysis of blast–obstacle interaction in a crowded internal environment8
Modified robust geotechnical design approach based on the sensitivity of reliability index8
Structural design optimization under dynamic reliability constraints based on the probability density evolution method and highly-efficient sensitivity analysis8
Reliability analysis of underground tunnel by a novel adaptive Kriging based metamodeling approach8
Stochastic resonance of a multi-stable system and its application in bearing fault diagnosis8
Efficient subset simulation with active learning Kriging model for low failure probability prediction8
A non-linear stochastic approach of ligaments and tendons fractional-order hereditariness8
Bayesian-based model updating using natural frequency data for historic masonry towers8
Moment capacity of H-section steel beam with randomly located pitting corrosion8
A global sensitivity index based on Fréchet derivative and its efficient numerical analysis8
Determination of monopile offshore structure response to stochastic wave loads via analog filter approximation and GV-GDEE procedure8
Construction of adaptive Kriging metamodel for failure probability estimation considering the uncertainties of distribution parameters8
Simulating multivariate stationary non-Gaussian process based on wavenumber–frequency spectrum and unified Hermite polynomial model7
A Wiener path integral technique for determining the stochastic response of nonlinear oscillators with fractional derivative elements: A constrained variational formulation with free boundaries7
Dimension reduction model for two-spatial dimensional stochastic wind field: Hybrid approach of spectral decomposition and wavenumber spectral representation7
Characterization, propagation, and sensitivity analysis of uncertainties in the directed energy deposition process using a deep learning-based surrogate model7
Robust design optimization of nonlinear energy sink under random system parameters7
Influence of interfaces roughness on elastic properties of layered media7
Evaluating response of simple oscillators to a particular kind of time–frequency non-separable evolutionary stochastic processes6
Reliability assessment of MR fluid dampers in passive and semi-active seismic control of structures6
Continuous random field representation of stochastic moving loads6
Uncertainty analysis and reliability improvement of planetary roller screw mechanism using active learning Kriging model6
Time-variant reliability global sensitivity analysis with single-loop Kriging model combined with importance sampling6
Nonlinear random vibrations of micro-beams with fractional viscoelastic core6
Anisotropic multi-element polynomial chaos expansion for high-dimensional non-linear structural problems6
A PDF discretization scheme in wavenumber–frequency joint spectrum for simulating multivariate random fluctuating wind fields6
Closed-form solutions of redundantly constrained stochastic frames6
An improved sieve point method for the reliability analysis of structures6
Neumann enriched polynomial chaos approach for stochastic finite element problems6
Comparison of Bayesian methods on parameter identification for a viscoplastic model with damage6
On sampling-based schemes for probability of failure sensitivity analysis6
An RKPM-based formulation of the generalized probability density evolution equation for stochastic dynamic systems6
Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review6
Physics-based stochastic aging corrosion analysis assisted by machine learning6
Improved state augmentation method for buffeting analysis of structures subjected to non-stationary wind5
Bayesian analysis of hierarchical random fields for material modeling5
Response of nonlinear oscillators with fractional derivative elements under evolutionary stochastic excitations: A Path Integral approach based on Laplace’s method of integration5
Nonstationary time-varying extreme value of downburst-induced wind loads based on transformed stationary method5
A reliability analysis method based on adaptive Kriging and partial least squares5
Reliability-based optimization of structural topologies using artificial neural networks5
Distribution-free P-box processes based on translation theory: Definition and simulation5
Data-driven probabilistic quantification and assessment of the prediction error model in damage detection applications5
A deep learning based surrogate model for stochastic simulators5
Implementation of Karhunen–Loève expansion using discontinuous Legendre polynomial based Galerkin approach5
Imprecise subset simulation4
Physics-integrated deep learning for uncertainty quantification and reliability estimation of nonlinear dynamical systems4
Two-scale random field model for quasi-brittle materials4
Probability distribution estimation for harmonisable loads and responses of linear elastic structures4
Cell renormalized FPK equation for stochastic non-linear systems4
Probabilistic modeling of threshold stress intensity factor for fatigue endurance reliability prediction4
Asymptotic Bayesian Optimization: A Markov sampling-based framework for design optimization4
Structural uncertainty modeling for nonlinear geometric response using nonintrusive reduced order models4
Effects of uncertain suspension parameters on dynamic responses of the railway vehicle system4
Novel parameter update for a gradient based MCMC method for solid-void interface detection through elastodynamic inversion4
Data-driven modal surrogate model for frequency response uncertainty propagation4
Contribution to efficient structural safety assessments: A comparative analysis of computational schemes4
Stochastic simulation of velocity pulses of near-fault ground motions based on multivariate copula modeling4
Markov chain based non-linear fatigue damage accumulation model4
A procedure to estimate the Minimum Observable Damage in truss structures using vibration-based Structural Health Monitoring systems4
Bayesian analysis for estimating statistical parameter distributions of elasto-viscoplastic material models4
Survival probability determination of nonlinear oscillators with fractional derivative elements under evolutionary stochastic excitation4
Nonstationary random vibration analysis of fractionally-damped systems by numerical explicit time-domain method4
Simulation of stationary non-Gaussian multivariate wind pressures based on moment-based piecewise Johnson transformation model4
Effects of stochastic generation on the elastic and inelastic spectra of fully non-stationary accelerograms4
Transient response of Bouc–Wen hysteretic system under random excitation via RBFNN method4
On information fusion for reliability estimation with multifidelity models4
Synthesizing dual-track road elevation data4
Random vibration analysis for train–track interaction from the aspect of uncertainty quantification4
Simulation of stationary Gaussian/non-Gaussian stochastic processes based on stochastic harmonic functions4
Are seismic fragility curves fragile?4
Dynamic response of a beam to the train of moving forces driven by an Erlang renewal process4
Developing region-specific fragility function for predicting probability of liquefaction induced ground failure4
Non-stationary dynamic structural response to thunderstorm outflows4
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