SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
SS-MASVM: An advanced technique for assessing failure probability of high-dimensional complex systems using the multi-class adaptive support vector machine
16 references·2 citing·39 second hop
SS-MASVM: An advanced technique for assessing failure probability of high-dimensional complex systems using the multi-class adaptive support vector machine (2023)SS-MASVM: An advanced technique for asses…Support vector machine in structural reliability analysis: A review (2023)Support vector machine in str…Machine learning-based methods in structural reliability analysis: A review (2021)Machine learning-based method…Adaptive approaches in metamodel-based reliability analysis: A review (2020)Adaptive approaches in metamo…An efficient reliability method combining adaptive Support Vector Machine and Monte Carlo Simulation (2017)An efficient reliability meth…Assessing small failure probabilities by combined subset simulation and Support Vector Machines (2011)Assessing small failure proba…AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)AK-MCS: An active learning re…Application of kriging method to structural reliability problems (2004)Application of kriging method…Comparison of response surface and neural network with other methods for structural reliability analysis (2003)Comparison of response surfac…Reliability-based structural optimization using neural networks and Monte Carlo simulation (2002)Reliability-based structural …Reliability analysis—a review and some perspectives (2001)Reliability analysis—a review…Probability, Reliability and Statistical Methods in Engineering Design (2001)Probability, Reliability and …Estimation of small failure probabilities in high dimensions by subset simulation (2001)Estimation of small failure p…Monte Carlo Simulation (1997)Monte Carlo SimulationStructural reliability analyis of elastic-plastic structures using neural networks and Monte Carlo simulation (1996)Structural reliability analyi…Optimization algorithms for structural reliability (1991)Optimization algorithms for s…Response‐Surface Approach for Reliability Analysis (1989)Response‐Surface Approach for…Prioritized experience replay-based adaptive hybrid method for aerospace structural reliability analysis (2025)Prioritized experience replay…A novel global prediction framework for multi-response models in reliability engineering using adaptive sampling and active subspace methods (2024)A novel global prediction fra…Exact and Invariant Second-Moment Code Format (1974)A critical appraisal of reliability estimation procedures for high dimensions (2004)Review of uncertainty-based multidisciplinary design optimization methods for aerospace vehicles (2011)Metamodel-based importance sampling for structural reliability analysis (2013)The Logic of Scientific Discovery (2013)Structural Reliability Analysis and Prediction (2017)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)Stochastic Finite Elements: A Spectral Approach (1991)Structural Reliability Methods (1996)Kriging metamodeling in simulation: A review (2007)LIF: A new Kriging based learning function and its application to structural reliability analysis (2016)Probability Concepts in Engineering Planning and Design (1975)Statistics for Experimenters (1979)Moment methods for structural reliability (2001)The equivalent extreme-value event and evaluation of the structural system reliability (2006)Reliability-based design optimization using kriging surrogates and subset simulation (2011)On the Experimental Attainment of Optimum Conditions (1951)A fast and efficient response surface approach for structural reliability problems (1990)On the Experimental Attainment of Optimum Conditions (1992)Structural reliability under combined random load sequences (1978)Reliability-based optimization in structural engineering (1994)A new adaptive importance sampling scheme for reliability calculations (1999)Hybrid Analysis Method for Reliability-Based Design Optimization (2003)Methods of structural safety (2006)Measures of agreement between computation and experiment: Validation metrics (2006)Adaptive Designs of Experiments for Accurate Approximation of a Target Region (2010)DAKOTA : a multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis. Version 5.0, user's manual. (2010)A survey on approaches for reliability-based optimization (2010)A new learning function for Kriging and its applications to solve reliability problems in engineering (2015)Modeling Regional Effects on State Policy Diffusion (2001)Beyond alpha: An empirical examination of the effects of different sources of measurement error on reliability estimates for measures of individual-differences constructs. (2003)Geocoding crime and a first estimate of a minimum acceptable hit rate (2004)Structural reliability analysis based on improved wolf pack algorithm AK-SS (2023)Adaptive directed support vector machine method for the reliability evaluation of aeroengine structure (2024)Theory and application of possibility and evidence in reliability analysis and design optimization (2025)
this work references cited by second hop

References

  • 2001Estimation of small failure probabilities in high dimensions by subset simulation2,419 cited
  • 2011AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation2,048 cited
  • 2001Probability, Reliability and Statistical Methods in Engineering Design847 cited
  • 2001Reliability analysis—a review and some perspectives775 cited
  • 2004Application of kriging method to structural reliability problems709 cited
  • 1997Monte Carlo Simulation677 cited
  • 1991Optimization algorithms for structural reliability644 cited
  • 1989Response‐Surface Approach for Reliability Analysis626 cited
  • 2002Reliability-based structural optimization using neural networks and Monte Carlo simulation516 cited
  • 2023Support vector machine in structural reliability analysis: A review507 cited
  • 2011Assessing small failure probabilities by combined subset simulation and Support Vector Machines419 cited
  • 2021Machine learning-based methods in structural reliability analysis: A review370 cited
  • 2017An efficient reliability method combining adaptive Support Vector Machine and Monte Carlo Simulation290 cited
  • 2003Comparison of response surface and neural network with other methods for structural reliability analysis284 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

2020
Adaptive approaches in metamodel-based reliability analysis: A review
280 cited
  • 1996Structural reliability analyis of elastic-plastic structures using neural networks and Monte Carlo simulation272 cited
  • Cited by

    • 2024A novel global prediction framework for multi-response models in reliability engineering using adaptive sampling and active subspace methods19 cited
    • 2025Prioritized experience replay-based adaptive hybrid method for aerospace structural reliability analysis14 cited