OOIR: Observatory of International Research

Papers

(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 2020-11-01 to 2024-11-01.)

Article	Citations
Offshore renewable energy site correlated wind-wave statistics	63
Probabilistic method for wind speed prediction and statistics distribution inference based on SHM data-driven	30
Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review	30
An enhanced PDEM-based framework for reliability analysis of structures considering multiple failure modes and limit states	29
Probabilistic reconstruction for spatiotemporal sensor data integrated with Gaussian process regression	28
A long short-term memory based deep learning algorithm for seismic response uncertainty quantification	27
First-passage reliability of high-dimensional nonlinear systems under additive excitation by the ensemble-evolving-based generalized density evolution equation	26
Copula-based JPDF of wind speed, wind direction, wind angle, and temperature with SHM data	25
Extreme riser experimental loads caused by sea currents in the Gulf of Eilat	25
Elucidating appealing features of differentiable auto-correlation functions: A study on the modified exponential kernel	25
Comparison of PDEM and MCS: Accuracy and efficiency	22
Error-based stopping criterion for the combined adaptive Kriging and importance sampling method for reliability analysis	22
Probabilistic modeling for reliability analysis of buried pipelines subjected to spatiotemporal earthquakes	21
Robust optimization of MTMD systems for the control of vibrations	17
Topology optimization of buildings subjected to stochastic wind loads	16
Reliability of dynamical systems with combined Gaussian and Poisson white noise via path integral method	16
Multilevel Monte Carlo simulations of composite structures with uncertain manufacturing defects	15
Dynamic reliability analysis for non-stationary non-Gaussian response based on the bivariate vector translation process	14
Response of nonlinear oscillators with fractional derivative elements under evolutionary stochastic excitations: A Path Integral approach based on Laplace’s method of integration	14
Nonstationary time-varying extreme value of downburst-induced wind loads based on transformed stationary method	14
Bayesian-based model updating using natural frequency data for historic masonry towers	13
Survival probability of nonlinear oscillators endowed with fractional derivative element and subjected to evolutionary excitation: A stochastic averaging treatment with path integral concepts	13
Structural design optimization under dynamic reliability constraints based on the probability density evolution method and highly-efficient sensitivity analysis	13
Interval and fuzzy physics-informed neural networks for uncertain fields	12
Moment capacity of H-section steel beam with randomly located pitting corrosion	12

Efficient subset simulation with active learning Kriging model for low failure probability prediction	12
An RKPM-based formulation of the generalized probability density evolution equation for stochastic dynamic systems	12
A Wiener path integral technique for determining the stochastic response of nonlinear oscillators with fractional derivative elements: A constrained variational formulation with free boundaries	12
Reliability-based optimization of structural topologies using artificial neural networks	12
Simulating multivariate stationary non-Gaussian process based on wavenumber–frequency spectrum and unified Hermite polynomial model	12
Uncertainty quantification of nonlinear system stochastic response estimates based on the Wiener path integral technique: A Bayesian compressive sampling treatment	12
Machine learning based digital twin for stochastic nonlinear multi-degree of freedom dynamical system	11
Investigations on the restrictions of stochastic collocation methods for high dimensional and nonlinear engineering applications	11
Time-variant reliability global sensitivity analysis with single-loop Kriging model combined with importance sampling	11
Determination of monopile offshore structure response to stochastic wave loads via analog filter approximation and GV-GDEE procedure	11
Stochastic resonance of a multi-stable system and its application in bearing fault diagnosis	11
Effects of uncertain suspension parameters on dynamic responses of the railway vehicle system	10
Reliability analysis of underground tunnel by a novel adaptive Kriging based metamodeling approach	10
Physics-based stochastic aging corrosion analysis assisted by machine learning	10
Survival probability determination of nonlinear oscillators with fractional derivative elements under evolutionary stochastic excitation	10
An orthogonal normal transformation of correlated non-normal random variables for structural reliability	10
A new extension of the modified Weibull distribution with applications for engineering data	9
Construction of adaptive Kriging metamodel for failure probability estimation considering the uncertainties of distribution parameters	9
Robust design optimization of nonlinear energy sink under random system parameters	9
Distribution-free P-box processes based on translation theory: Definition and simulation	9
Nonlinear random vibrations of micro-beams with fractional viscoelastic core	9
Anisotropic multi-element polynomial chaos expansion for high-dimensional non-linear structural problems	9
Effects of stochastic generation on the elastic and inelastic spectra of fully non-stationary accelerograms	9
Characterization, propagation, and sensitivity analysis of uncertainties in the directed energy deposition process using a deep learning-based surrogate model	9
Improved state augmentation method for buffeting analysis of structures subjected to non-stationary wind	9
A procedure to estimate the Minimum Observable Damage in truss structures using vibration-based Structural Health Monitoring systems	9
Probabilistic analysis of blast–obstacle interaction in a crowded internal environment	9
Uncertainty analysis and reliability improvement of planetary roller screw mechanism using active learning Kriging model	9
Reliability analysis of the stress intensity factor using multilevel Monte Carlo methods	9
Stochastic simulation of velocity pulses of near-fault ground motions based on multivariate copula modeling	9
Recent advances in uncertainty quantification in structural response characterization and system identification	8
A RBFNN based active learning surrogate model for evaluating low failure probability in reliability analysis	8
Influence of interfaces roughness on elastic properties of layered media	8
A deep learning based surrogate model for stochastic simulators	8
Data-driven probabilistic quantification and assessment of the prediction error model in damage detection applications	8
Reliability assessment of MR fluid dampers in passive and semi-active seismic control of structures	7
On the use of Directional Importance Sampling for reliability-based design and optimum design sensitivity of linear stochastic structures	7
Application of sensitivity analysis in extension, inflation, and torsion of residually stressed circular cylindrical tubes	7
Nonlinear random vibration analysis: A Bayesian nonparametric approach	7
Using computer techniques for vibration damage estimation under stochastic loading using the Monte Carlo Method for aerospace applications	7
Are seismic fragility curves fragile?	7
Transient response of Bouc–Wen hysteretic system under random excitation via RBFNN method	7
A univariate Chebyshev polynomials method for structural systems with interval uncertainty	7
Finite dimensional models for extremes of Gaussian and non-Gaussian processes	6
A PDF discretization scheme in wavenumber–frequency joint spectrum for simulating multivariate random fluctuating wind fields	6
A reliability analysis method based on adaptive Kriging and partial least squares	6
Nonstationary random vibration analysis of fractionally-damped systems by numerical explicit time-domain method	6
3rd-order Spectral Representation Method: Simulation of multi-dimensional random fields and ergodic multi-variate random processes with fast Fourier transform implementation	6
Bifurcation and stability analysis of a hybrid energy harvester with fractional-order proportional–integral–derivative controller and Gaussian white noise excitations	6
Two-scale random field model for quasi-brittle materials	6

Modeling tensile failure of concrete considering multivariate correlated random fields of material parameters	6
Simulation of a non-Gaussian stochastic process based on a combined distribution of the UHPM and the GBD	6
Reliability analysis of wind turbine subassemblies based on the 3-P Weibull model via an ergodic artificial bee colony algorithm	6
Developing region-specific fragility function for predicting probability of liquefaction induced ground failure	6
Asymptotic Bayesian Optimization: A Markov sampling-based framework for design optimization	6
Continuous random field representation of stochastic moving loads	6
A novel approach to improve accuracy in seismic fragility analysis: The modified intensity measure method	6
Physics-integrated deep learning for uncertainty quantification and reliability estimation of nonlinear dynamical systems	6
Neumann enriched polynomial chaos approach for stochastic finite element problems	6
Random vibration analysis for train–track interaction from the aspect of uncertainty quantification	6
Bayesian analysis of hierarchical random fields for material modeling	6
A novel analysis method for vibration systems under time-varying uncertainties based on interval process model	6
Hyperstatic and redundancy thresholds in truss topology optimization considering progressive collapse due to aleatory and epistemic uncertainties	6
Simulation of stationary non-Gaussian multivariate wind pressures based on moment-based piecewise Johnson transformation model	6
Generic compressive strength prediction model applicable to multiple lithologies based on a broad global database	6
Importance sampling for reliability assessment of dynamic systems under general random process excitation	6
Extended statistical linearization approach for estimating non-stationary response statistics of systems comprising fractional derivative elements	6
Simulation of stationary Gaussian/non-Gaussian stochastic processes based on stochastic harmonic functions	6
On the optimal design of radial basis function neural networks for the analysis of nonlinear stochastic systems	5
Probability distribution estimation for harmonisable loads and responses of linear elastic structures	5
Synthesizing dual-track road elevation data	5
Bayesian analysis for estimating statistical parameter distributions of elasto-viscoplastic material models	5
Data-driven reliability assessment with scarce samples considering multidimensional dependence	5
Probabilistic analysis of high-speed train safety on bridges under stochastic near-fault pulse-type ground motions	5
Data-driven modal surrogate model for frequency response uncertainty propagation	5
Adaptive surrogate model coupled with stochastic configuration network strategies for time-dependent reliability assessment	5
Assessment of multi-dimensional joint probability distribution for uncertain mechanical strength parameters under small sample test data	5
An efficient simulation algorithm for non-Gaussian nonstationary processes	5
Robust design optimization by spline dimensional decomposition	5
Probabilistic modeling of threshold stress intensity factor for fatigue endurance reliability prediction	5
Optimal load rating-based inspection planning of corroded steel girders using Markov decision process	5
Seismic fragility analysis using stochastic polynomial chaos expansions	5
Implementation of Karhunen–Loève expansion using discontinuous Legendre polynomial based Galerkin approach	5
Contribution to efficient structural safety assessments: A comparative analysis of computational schemes	5
Three-dimensional reliability stability analysis of earth-rock dam slopes reinforced with permeable polymer	5
Model calibration: A hierarchical Bayesian approach	5
Adaptive radial importance sampling under directional stratification	5
Improved pseudo-force approach for Monte Carlo Simulation of non-linear fractional oscillators under stochastic excitation	5
A Kriging-based adaptive adding point strategy for structural reliability analysis	5
Structural design optimization under dynamic reliability constraints based on probability density evolution method and quantum-inspired optimization algorithm	5
Dynamic response of a beam to a train of moving forces driven by a translated Poisson process	5
An improved modified Weibull distribution applied to predict the reliability evolution of an aircraft lock mechanism	5