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Structural dynamic reliability analysis: review and prospects
16 references·14 citing·35 second hop
Structural dynamic reliability analysis: review and prospects (2022)Structural dynamic reliability analysis: …Hybrid enhanced Monte Carlo simulation coupled with advanced machine learning approach for accurate and efficient structural reliability analysis (2021)Hybrid enhanced Monte Carlo s…Time-Dependent Reliability Analysis Through Response Surface Method (2017)Time-Dependent Reliability An…LIF: A new Kriging based learning function and its application to structural reliability analysis (2016)LIF: A new Kriging based lear…A Single-Loop Kriging Surrogate Modeling for Time-Dependent Reliability Analysis (2016)A Single-Loop Kriging Surroga…Analytical derivation of the outcrossing rate in time-variant reliability problems (2008)Analytical derivation of the …Structural reliability analysis using Monte Carlo simulation and neural networks (2007)Structural reliability analys…The extreme value distribution and dynamic reliability analysis of nonlinear structures with uncertain parameters (2006)The extreme value distributio…The equivalent extreme-value event and evaluation of the structural system reliability (2006)The equivalent extreme-value …Reliability-based design sensitivity by efficient simulation (2005)Reliability-based design sens…A response surface method based on weighted regression for structural reliability analysis (2004)A response surface method bas…A critical appraisal of reliability estimation procedures for high dimensions (2004)A critical appraisal of relia…The PHI2 method: a way to compute time-variant reliability (2003)The PHI2 method: a way to com…Estimation of small failure probabilities in high dimensions by subset simulation (2001)Estimation of small failure p…Directional methods for structural reliability analysis (2000)Directional methods for struc…Importance sampling in structural systems (1989)Importance sampling in struct…An efficient sampling method for probability of failure calculation (1986)An efficient sampling method …Generative data-physics fusion for hierarchical reliability assessment (2026)Generative data-physics fusio…Intelligent vectorial surrogate modeling framework for multi-objective reliability estimation of aerospace engineering structural systems (2024)Intelligent vectorial surroga…Enhanced support vector machine-based moving regression strategy for response prediction and reliability estimation of complex structure (2024)Enhanced support vector machi…EMR-SSM: Synchronous surrogate modeling-based enhanced moving regression method for multi-response prediction and reliability evaluation (2024)EMR-SSM: Synchronous surrogat…Collaborative modeling-based improved moving Kriging approach for low-cycle fatigue life reliability estimation of mechanical structures (2024)Collaborative modeling-based …Adaptive optimization deep neural network framework of reliability estimation for engineering structures (2024)Adaptive optimization deep ne…Transfer learning and direct probability integral method based reliability analysis for offshore wind turbine blades under multi-physics coupling (2023)Transfer learning and direct …Neural network-based chaotic crossover method for structural reliability analysis considering time-dependent parameters (2023)Neural network-based chaotic …Multi-polynomial chaos Kriging-based adaptive moving strategy for comprehensive reliability analyses (2023)Multi-polynomial chaos Krigin…Generative adversarial surrogate modeling framework for aerospace engineering structural system reliability design (2023)Generative adversarial surrog…Adaptive vectorial surrogate modeling framework for multi-objective reliability estimation (2023)Adaptive vectorial surrogate …A reliability-based design and optimization strategy using a novel MPP searching method for maritime engineering structures (2023)A reliability-based design an…A novel hybrid adaptive framework for support vector machine-based reliability analysis: A comparative study (2023)A novel hybrid adaptive frame…A comparative study for adaptive surrogate-model-based reliability evaluation method of automobile components (2023)A comparative study for adapt…Reliability analysis—a review and some perspectives (2001)On Latin hypercube sampling for structural reliability analysis (2002)A survey on approaches for reliability-based optimization (2010)Assessing small failure probabilities by combined subset simulation and Support Vector Machines (2011)MCMC algorithms for Subset Simulation (2015)Simulation and the Monte Carlo Method (1981)The stochastic finite element method: Past, present and future (2008)A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models (2012)The generalization of Latin hypercube sampling (2015)Simulation and the Monte Carlo Method (2016)Probability Concepts in Engineering Planning and Design (1975)Method for Random Vibration of Hysteretic Systems (1976)Stochastic Finite Elements: A Spectral Approach (1991)A Nested Extreme Response Surface Approach for Time-Dependent Reliability-Based Design Optimization (2012)Random function based spectral representation of stationary and non-stationary stochastic processes (2016)Structural Reliability Methods (1996)Time-dependent reliability analysis with joint upcrossing rates (2013)Exact and Invariant Second-Moment Code Format (1974)Advances of the probability density evolution method for nonlinear stochastic systems (2011)A new adaptive importance sampling scheme for reliability calculations (1999)A univariate dimension-reduction method for multi-dimensional integration in stochastic mechanics (2004)Metamodel-based importance sampling for structural reliability analysis (2013)Structural Reliability Analysis and Prediction (2017)Optimal Discretization of Random Fields (1993)Large Sample Properties of Simulations Using Latin Hypercube Sampling (1987)Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions (2008)AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)AK-MCSi: A Kriging-based method to deal with small failure probabilities and time-consuming models (2018)The intrinsic random functions and their applications (1973)A new adaptive sequential sampling method to construct surrogate models for efficient reliability analysis (2017)REIF: A novel active-learning function toward adaptive Kriging surrogate models for structural reliability analysis (2019)Machine learning-based methods in structural reliability analysis: A review (2021)Subset simulation for structural reliability sensitivity analysis (2008)Reliability engineering (2011)Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review (2023)
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References

  • 2001Estimation of small failure probabilities in high dimensions by subset simulation2,419 cited
  • 1989Importance sampling in structural systems604 cited
  • 2004A critical appraisal of reliability estimation procedures for high dimensions476 cited
  • 2003The PHI2 method: a way to compute time-variant reliability460 cited
  • 2006The equivalent extreme-value event and evaluation of the structural system reliability447 cited
  • 2016LIF: A new Kriging based learning function and its application to structural reliability analysis444 cited
  • 2006The extreme value distribution and dynamic reliability analysis of nonlinear structures with uncertain parameters352 cited
  • 2005Reliability-based design sensitivity by efficient simulation330 cited
  • 2008Analytical derivation of the outcrossing rate in time-variant reliability problems326 cited
  • 2016A Single-Loop Kriging Surrogate Modeling for Time-Dependent Reliability Analysis325 cited
  • 2004A response surface method based on weighted regression for structural reliability analysis289 cited
  • 2000Directional methods for structural reliability analysis278 cited
  • 1986An efficient sampling method for probability of failure calculation254 cited
  • 2007Structural reliability analysis using Monte Carlo simulation and neural networks245 cited

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  • 2017Time-Dependent Reliability Analysis Through Response Surface Method244 cited
  • 2021Hybrid enhanced Monte Carlo simulation coupled with advanced machine learning approach for accurate and efficient structural reliability analysis242 cited
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    • 2023A novel hybrid adaptive framework for support vector machine-based reliability analysis: A comparative study57 cited
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    • 2023A reliability-based design and optimization strategy using a novel MPP searching method for maritime engineering structures40 cited
    • 2026Generative data-physics fusion for hierarchical reliability assessment40 cited
    • 2023Generative adversarial surrogate modeling framework for aerospace engineering structural system reliability design35 cited
    • 2024Enhanced support vector machine-based moving regression strategy for response prediction and reliability estimation of complex structure33 cited
    • 2024Intelligent vectorial surrogate modeling framework for multi-objective reliability estimation of aerospace engineering structural systems24 cited
    • 2024Collaborative modeling-based improved moving Kriging approach for low-cycle fatigue life reliability estimation of mechanical structures23 cited
    • 2023Transfer learning and direct probability integral method based reliability analysis for offshore wind turbine blades under multi-physics coupling21 cited
    • 2023Multi-polynomial chaos Kriging-based adaptive moving strategy for comprehensive reliability analyses20 cited
    • 2024EMR-SSM: Synchronous surrogate modeling-based enhanced moving regression method for multi-response prediction and reliability evaluation20 cited
    • 2024Adaptive optimization deep neural network framework of reliability estimation for engineering structures13 cited
    • 2023Neural network-based chaotic crossover method for structural reliability analysis considering time-dependent parameters12 cited