Probabilistic Engineering Mechanics

(The TQCC of Probabilistic Engineering Mechanics is 5. 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 2020-07-01 to 2024-07-01.)
Offshore renewable energy site correlated wind-wave statistics51
Sparse representations and compressive sampling approaches in engineering mechanics: A review of theoretical concepts and diverse applications49
A long short-term memory based deep learning algorithm for seismic response uncertainty quantification26
An enhanced PDEM-based framework for reliability analysis of structures considering multiple failure modes and limit states26
First-passage reliability of high-dimensional nonlinear systems under additive excitation by the ensemble-evolving-based generalized density evolution equation24
Probabilistic reconstruction for spatiotemporal sensor data integrated with Gaussian process regression23
Elucidating appealing features of differentiable auto-correlation functions: A study on the modified exponential kernel23
Extreme riser experimental loads caused by sea currents in the Gulf of Eilat22
Error-based stopping criterion for the combined adaptive Kriging and importance sampling method for reliability analysis22
Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review21
Probabilistic modeling for reliability analysis of buried pipelines subjected to spatiotemporal earthquakes21
Probabilistic method for wind speed prediction and statistics distribution inference based on SHM data-driven21
Stochastic sensitivity analysis of energy-dissipating structures with nonlinear viscous dampers by efficient equivalent linearization technique based on explicit time-domain method20
Seismic fragility analysis of structures based on Bayesian linear regression demand models19
Copula-based JPDF of wind speed, wind direction, wind angle, and temperature with SHM data18
Comparison of PDEM and MCS: Accuracy and efficiency15
Reliability of dynamical systems with combined Gaussian and Poisson white noise via path integral method15
Topology optimization of buildings subjected to stochastic wind loads15
Multilevel Monte Carlo simulations of composite structures with uncertain manufacturing defects14
Robust optimization of MTMD systems for the control of vibrations14
Dynamic reliability analysis for non-stationary non-Gaussian response based on the bivariate vector translation process13
Response of nonlinear oscillators with fractional derivative elements under evolutionary stochastic excitations: A Path Integral approach based on Laplace’s method of integration12
Nonstationary time-varying extreme value of downburst-induced wind loads based on transformed stationary method12
Interval and fuzzy physics-informed neural networks for uncertain fields12
Correlation structure in the elasticity tensor for short fiber-reinforced composites11
Survival probability of nonlinear oscillators endowed with fractional derivative element and subjected to evolutionary excitation: A stochastic averaging treatment with path integral concepts11
Uncertainty quantification of nonlinear system stochastic response estimates based on the Wiener path integral technique: A Bayesian compressive sampling treatment11
Simulating multivariate stationary non-Gaussian process based on wavenumber–frequency spectrum and unified Hermite polynomial model11
Bayesian-based model updating using natural frequency data for historic masonry towers11
Investigations on the restrictions of stochastic collocation methods for high dimensional and nonlinear engineering applications11
Reliability-based optimization of structural topologies using artificial neural networks11
Structural design optimization under dynamic reliability constraints based on the probability density evolution method and highly-efficient sensitivity analysis11
Probabilistic bond strength model for reinforcement bar in concrete11
Reliability analysis of underground tunnel by a novel adaptive Kriging based metamodeling approach10
Determination of monopile offshore structure response to stochastic wave loads via analog filter approximation and GV-GDEE procedure10
Response and reliability analysis of a high-dimensional stochastic system10
Stochastic resonance of a multi-stable system and its application in bearing fault diagnosis10
Efficient subset simulation with active learning Kriging model for low failure probability prediction10
Moment capacity of H-section steel beam with randomly located pitting corrosion10
Machine learning based digital twin for stochastic nonlinear multi-degree of freedom dynamical system10
An RKPM-based formulation of the generalized probability density evolution equation for stochastic dynamic systems9
Nonlinear random vibrations of micro-beams with fractional viscoelastic core9
Probabilistic analysis of blast–obstacle interaction in a crowded internal environment9
Time-variant reliability global sensitivity analysis with single-loop Kriging model combined with importance sampling9
An orthogonal normal transformation of correlated non-normal random variables for structural reliability9
Anisotropic multi-element polynomial chaos expansion for high-dimensional non-linear structural problems9
Physics-based stochastic aging corrosion analysis assisted by machine learning9
A global sensitivity index based on Fréchet derivative and its efficient numerical analysis9
Characterization, propagation, and sensitivity analysis of uncertainties in the directed energy deposition process using a deep learning-based surrogate model8
Improved state augmentation method for buffeting analysis of structures subjected to non-stationary wind8
A procedure to estimate the Minimum Observable Damage in truss structures using vibration-based Structural Health Monitoring systems8
Construction of adaptive Kriging metamodel for failure probability estimation considering the uncertainties of distribution parameters8
Data-driven probabilistic quantification and assessment of the prediction error model in damage detection applications8
Distribution-free P-box processes based on translation theory: Definition and simulation8
A Wiener path integral technique for determining the stochastic response of nonlinear oscillators with fractional derivative elements: A constrained variational formulation with free boundaries8
A new extension of the modified Weibull distribution with applications for engineering data7
On sampling-based schemes for probability of failure sensitivity analysis7
Robust design optimization of nonlinear energy sink under random system parameters7
Comparison of Bayesian methods on parameter identification for a viscoplastic model with damage7
Evaluating response of simple oscillators to a particular kind of time–frequency non-separable evolutionary stochastic processes7
Closed-form solutions of redundantly constrained stochastic frames7
Effects of stochastic generation on the elastic and inelastic spectra of fully non-stationary accelerograms7
Are seismic fragility curves fragile?7
Effects of uncertain suspension parameters on dynamic responses of the railway vehicle system7
Uncertainty analysis and reliability improvement of planetary roller screw mechanism using active learning Kriging model7
Influence of interfaces roughness on elastic properties of layered media7
Simulation of a non-Gaussian stochastic process based on a combined distribution of the UHPM and the GBD6
Asymptotic Bayesian Optimization: A Markov sampling-based framework for design optimization6
Reliability assessment of MR fluid dampers in passive and semi-active seismic control of structures6
A PDF discretization scheme in wavenumber–frequency joint spectrum for simulating multivariate random fluctuating wind fields6
Transient response of Bouc–Wen hysteretic system under random excitation via RBFNN method6
An improved sieve point method for the reliability analysis of structures6
Stochastic simulation of velocity pulses of near-fault ground motions based on multivariate copula modeling6
A deep learning based surrogate model for stochastic simulators6
A novel analysis method for vibration systems under time-varying uncertainties based on interval process model6
Continuous random field representation of stochastic moving loads6
Nonlinear random vibration analysis: A Bayesian nonparametric approach6
Neumann enriched polynomial chaos approach for stochastic finite element problems6
Modeling tensile failure of concrete considering multivariate correlated random fields of material parameters6
Survival probability determination of nonlinear oscillators with fractional derivative elements under evolutionary stochastic excitation6
A reliability analysis method based on adaptive Kriging and partial least squares6
Developing region-specific fragility function for predicting probability of liquefaction induced ground failure6
Simulation of stationary non-Gaussian multivariate wind pressures based on moment-based piecewise Johnson transformation model6
Generic compressive strength prediction model applicable to multiple lithologies based on a broad global database6
On the use of Directional Importance Sampling for reliability-based design and optimum design sensitivity of linear stochastic structures6
Variable Friction Dampers (VFD) for a modulated mitigation of the seismic response of framed structures: Characteristics and design criteria5
Nonstationary random vibration analysis of fractionally-damped systems by numerical explicit time-domain method5
Implementation of Karhunen–Loève expansion using discontinuous Legendre polynomial based Galerkin approach5
Physics-integrated deep learning for uncertainty quantification and reliability estimation of nonlinear dynamical systems5
Probability distribution estimation for harmonisable loads and responses of linear elastic structures5
Simulation of stationary Gaussian/non-Gaussian stochastic processes based on stochastic harmonic functions5
Extended statistical linearization approach for estimating non-stationary response statistics of systems comprising fractional derivative elements5
A RBFNN based active learning surrogate model for evaluating low failure probability in reliability analysis5
Hyperstatic and redundancy thresholds in truss topology optimization considering progressive collapse due to aleatory and epistemic uncertainties5
3rd-order Spectral Representation Method: Simulation of multi-dimensional random fields and ergodic multi-variate random processes with fast Fourier transform implementation5
Data-driven modal surrogate model for frequency response uncertainty propagation5
Reliability analysis of the stress intensity factor using multilevel Monte Carlo methods5
Model calibration: A hierarchical Bayesian approach5
Bayesian analysis for estimating statistical parameter distributions of elasto-viscoplastic material models5
Improved pseudo-force approach for Monte Carlo Simulation of non-linear fractional oscillators under stochastic excitation5
Bayesian analysis of hierarchical random fields for material modeling5
Probabilistic analysis of high-speed train safety on bridges under stochastic near-fault pulse-type ground motions5
Bifurcation and stability analysis of a hybrid energy harvester with fractional-order proportional–integral–derivative controller and Gaussian white noise excitations5
A novel approach to improve accuracy in seismic fragility analysis: The modified intensity measure method5
Two-scale random field model for quasi-brittle materials5
Probabilistic modeling of threshold stress intensity factor for fatigue endurance reliability prediction5
Random vibration analysis for train–track interaction from the aspect of uncertainty quantification5