OOIR: Observatory of International Research

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 2020-05-01 to 2024-05-01.)

Article	Citations
Sparse representations and compressive sampling approaches in engineering mechanics: A review of theoretical concepts and diverse applications	47
Offshore renewable energy site correlated wind-wave statistics	46
An enhanced PDEM-based framework for reliability analysis of structures considering multiple failure modes and limit states	23
First-passage reliability of high-dimensional nonlinear systems under additive excitation by the ensemble-evolving-based generalized density evolution equation	22
Error-based stopping criterion for the combined adaptive Kriging and importance sampling method for reliability analysis	22
Probabilistic reconstruction for spatiotemporal sensor data integrated with Gaussian process regression	21
Extreme riser experimental loads caused by sea currents in the Gulf of Eilat	21
Elucidating appealing features of differentiable auto-correlation functions: A study on the modified exponential kernel	20
A long short-term memory based deep learning algorithm for seismic response uncertainty quantification	20
Probabilistic modeling for reliability analysis of buried pipelines subjected to spatiotemporal earthquakes	19
Probabilistic method for wind speed prediction and statistics distribution inference based on SHM data-driven	19
Seismic fragility analysis of structures based on Bayesian linear regression demand models	19
Stochastic sensitivity analysis of energy-dissipating structures with nonlinear viscous dampers by efficient equivalent linearization technique based on explicit time-domain method	18
Topology optimization of buildings subjected to stochastic wind loads	15
Copula-based JPDF of wind speed, wind direction, wind angle, and temperature with SHM data	15
Comparison of PDEM and MCS: Accuracy and efficiency	14
Multilevel Monte Carlo simulations of composite structures with uncertain manufacturing defects	14
Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review	13
Dynamic reliability analysis for non-stationary non-Gaussian response based on the bivariate vector translation process	12
Reliability of dynamical systems with combined Gaussian and Poisson white noise via path integral method	12
Robust optimization of MTMD systems for the control of vibrations	12
Correlation structure in the elasticity tensor for short fiber-reinforced composites	11
Bayesian-based model updating using natural frequency data for historic masonry towers	11
Interval and fuzzy physics-informed neural networks for uncertain fields	11
Probabilistic bond strength model for reinforcement bar in concrete	11

Response and reliability analysis of a high-dimensional stochastic system	10
Stochastic resonance of a multi-stable system and its application in bearing fault diagnosis	10
Machine learning based digital twin for stochastic nonlinear multi-degree of freedom dynamical system	10
Efficient subset simulation with active learning Kriging model for low failure probability prediction	9
Simulating multivariate stationary non-Gaussian process based on wavenumber–frequency spectrum and unified Hermite polynomial model	9
Moment capacity of H-section steel beam with randomly located pitting corrosion	9
Probabilistic analysis of blast–obstacle interaction in a crowded internal environment	9
Structural design optimization under dynamic reliability constraints based on the probability density evolution method and highly-efficient sensitivity analysis	9
Reliability analysis of underground tunnel by a novel adaptive Kriging based metamodeling approach	9
Determination of monopile offshore structure response to stochastic wave loads via analog filter approximation and GV-GDEE procedure	9
An orthogonal normal transformation of correlated non-normal random variables for structural reliability	9
Survival probability of nonlinear oscillators endowed with fractional derivative element and subjected to evolutionary excitation: A stochastic averaging treatment with path integral concepts	8
A global sensitivity index based on Fréchet derivative and its efficient numerical analysis	8
Reliability-based optimization of structural topologies using artificial neural networks	8
Nonstationary time-varying extreme value of downburst-induced wind loads based on transformed stationary method	8
Investigations on the restrictions of stochastic collocation methods for high dimensional and nonlinear engineering applications	8
Construction of adaptive Kriging metamodel for failure probability estimation considering the uncertainties of distribution parameters	8
Data-driven probabilistic quantification and assessment of the prediction error model in damage detection applications	8
Uncertainty quantification of nonlinear system stochastic response estimates based on the Wiener path integral technique: A Bayesian compressive sampling treatment	8
A Wiener path integral technique for determining the stochastic response of nonlinear oscillators with fractional derivative elements: A constrained variational formulation with free boundaries	7
Closed-form solutions of redundantly constrained stochastic frames	7
Characterization, propagation, and sensitivity analysis of uncertainties in the directed energy deposition process using a deep learning-based surrogate model	7
Time-variant reliability global sensitivity analysis with single-loop Kriging model combined with importance sampling	7
Improved state augmentation method for buffeting analysis of structures subjected to non-stationary wind	7
An RKPM-based formulation of the generalized probability density evolution equation for stochastic dynamic systems	7
Distribution-free P-box processes based on translation theory: Definition and simulation	7
Influence of interfaces roughness on elastic properties of layered media	7
Nonlinear random vibrations of micro-beams with fractional viscoelastic core	7
On sampling-based schemes for probability of failure sensitivity analysis	7
Robust design optimization of nonlinear energy sink under random system parameters	7
Physics-based stochastic aging corrosion analysis assisted by machine learning	7
Response of nonlinear oscillators with fractional derivative elements under evolutionary stochastic excitations: A Path Integral approach based on Laplace’s method of integration	7
A reliability analysis method based on adaptive Kriging and partial least squares	6
Evaluating response of simple oscillators to a particular kind of time–frequency non-separable evolutionary stochastic processes	6
Continuous random field representation of stochastic moving loads	6
Uncertainty analysis and reliability improvement of planetary roller screw mechanism using active learning Kriging model	6
Stochastic simulation of velocity pulses of near-fault ground motions based on multivariate copula modeling	6
Are seismic fragility curves fragile?	6
Reliability assessment of MR fluid dampers in passive and semi-active seismic control of structures	6
A PDF discretization scheme in wavenumber–frequency joint spectrum for simulating multivariate random fluctuating wind fields	6
An improved sieve point method for the reliability analysis of structures	6
A procedure to estimate the Minimum Observable Damage in truss structures using vibration-based Structural Health Monitoring systems	6
A novel analysis method for vibration systems under time-varying uncertainties based on interval process model	6
Comparison of Bayesian methods on parameter identification for a viscoplastic model with damage	6
Anisotropic multi-element polynomial chaos expansion for high-dimensional non-linear structural problems	6
Effects of stochastic generation on the elastic and inelastic spectra of fully non-stationary accelerograms	6
Neumann enriched polynomial chaos approach for stochastic finite element problems	6
Probability distribution estimation for harmonisable loads and responses of linear elastic structures	5
Probabilistic modeling of threshold stress intensity factor for fatigue endurance reliability prediction	5
Effects of uncertain suspension parameters on dynamic responses of the railway vehicle system	5

Bayesian analysis of hierarchical random fields for material modeling	5
Simulation of stationary non-Gaussian multivariate wind pressures based on moment-based piecewise Johnson transformation model	5
Implementation of Karhunen–Loève expansion using discontinuous Legendre polynomial based Galerkin approach	5
Physics-integrated deep learning for uncertainty quantification and reliability estimation of nonlinear dynamical systems	5
On the use of Directional Importance Sampling for reliability-based design and optimum design sensitivity of linear stochastic structures	5
Bayesian analysis for estimating statistical parameter distributions of elasto-viscoplastic material models	5
Developing region-specific fragility function for predicting probability of liquefaction induced ground failure	5
A deep learning based surrogate model for stochastic simulators	5
A probabilistic, empirical model for permeability of mudstone	5
Generic compressive strength prediction model applicable to multiple lithologies based on a broad global database	5
Random vibration analysis for train–track interaction from the aspect of uncertainty quantification	5
Simulation of stationary Gaussian/non-Gaussian stochastic processes based on stochastic harmonic functions	5
Asymptotic Bayesian Optimization: A Markov sampling-based framework for design optimization	5
Hyperstatic and redundancy thresholds in truss topology optimization considering progressive collapse due to aleatory and epistemic uncertainties	5
Nonlinear random vibration analysis: A Bayesian nonparametric approach	5
Two-scale random field model for quasi-brittle materials	5
Random vibrations of a structure modified by damped absorbers	4
Direct control method for improving stability and reliability of nonlinear stochastic dynamical systems	4
A novel approach to improve accuracy in seismic fragility analysis: The modified intensity measure method	4
On information fusion for reliability estimation with multifidelity models	4
Reliability analysis of the stress intensity factor using multilevel Monte Carlo methods	4
Modeling tensile failure of concrete considering multivariate correlated random fields of material parameters	4
Simulation of a non-Gaussian stochastic process based on a combined distribution of the UHPM and the GBD	4
Efficient structural reliability analysis via a weak-intrusive stochastic finite element method	4
Optimal load rating-based inspection planning of corroded steel girders using Markov decision process	4
Nonstationary random vibration analysis of fractionally-damped systems by numerical explicit time-domain method	4
Non-stationary dynamic structural response to thunderstorm outflows	4
Transient response of Bouc–Wen hysteretic system under random excitation via RBFNN method	4
Imprecise subset simulation	4
Probabilistic data-driven framework for performance assessment of retaining walls against rockfalls	4
Model calibration: A hierarchical Bayesian approach	4
Synthesizing dual-track road elevation data	4
Uncertainty and bias in fragility estimates by intensifying artificial accelerations	4
Variable Friction Dampers (VFD) for a modulated mitigation of the seismic response of framed structures: Characteristics and design criteria	4
Survival probability determination of nonlinear oscillators with fractional derivative elements under evolutionary stochastic excitation	4
3rd-order Spectral Representation Method: Simulation of multi-dimensional random fields and ergodic multi-variate random processes with fast Fourier transform implementation	4
Novel parameter update for a gradient based MCMC method for solid-void interface detection through elastodynamic inversion	4
Reliability and hybrid maintenance modeling for competing failure systems with multistage periods	4
Data-driven modal surrogate model for frequency response uncertainty propagation	4
Contribution to efficient structural safety assessments: A comparative analysis of computational schemes	4
Markov chain based non-linear fatigue damage accumulation model	4
Application of sensitivity analysis in extension, inflation, and torsion of residually stressed circular cylindrical tubes	4
Dynamic response of a beam to the train of moving forces driven by an Erlang renewal process	4
Probabilistic analysis of high-speed train safety on bridges under stochastic near-fault pulse-type ground motions	4