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New structural reliability method with focus on important region and based on adaptive support vector machines
16 references·0 citing·33 second hop
New structural reliability method with focus on important region and based on adaptive support vector machines (2017)New structural reliability method with fo…A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models (2012)A combined Importance Samplin…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…Adaptive explicit decision functions for probabilistic design and optimization using support vector machines (2008)Adaptive explicit decision fu…Adaptive radial-based importance sampling method for structural reliability (2007)Adaptive radial-based importa…Structural reliability analysis for implicit performance functions using artificial neural network (2004)Structural reliability analys…Benefit of splines and neural networks in simulation based structural reliability analysis (2004)Benefit of splines and neural…Application of kriging method to structural reliability problems (2004)Application of kriging method…Estimation of small failure probabilities in high dimensions by subset simulation (2001)Estimation of small failure p…Effect of response surface parameter variation on structural reliability estimates (2001)Effect of response surface pa…Cumulative formation of response surface and its use in reliability analysis (2000)Cumulative formation of respo…Structural Reliability Methods (1996)Structural Reliability MethodsGeneral multi-dimensional probability integration by directional simulation (1990)General multi-dimensional pro…A fast and efficient response surface approach for structural reliability problems (1990)A fast and efficient response…Basic Analysis of Structural Safety (1983)Basic Analysis of Structural …Exact and Invariant Second-Moment Code Format (1974)Exact and Invariant Second-Mo…Structural reliability under combined random load sequences (1978)Reliability analysis of structures using neural network method (2005)Structural Reliability Analysis and Prediction (2017)A review and assessment of importance sampling methods for reliability analysis (2022)Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review (2023)Simulation and the Monte Carlo Method (1981)The stochastic finite element method: Past, present and future (2008)The generalization of Latin hypercube sampling (2015)Simulation and the Monte Carlo Method (2016)Stochastic Finite Elements: A Spectral Approach (1991)Kriging metamodeling in simulation: A review (2007)Metamodel-based importance sampling for structural reliability analysis (2013)LIF: A new Kriging based learning function and its application to structural reliability analysis (2016)A new look at the response surface approach for reliability analysis (1993)Response Surface Methodology (1996)Moment methods for structural reliability (2001)On the Experimental Attainment of Optimum Conditions (1951)On the Experimental Attainment of Optimum Conditions (1992)Support vector machine in structural reliability analysis: A review (2023)Reliability analysis—a review and some perspectives (2001)A critical appraisal of reliability estimation procedures for high dimensions (2004)Machine learning-based methods in structural reliability analysis: A review (2021)Probability Concepts in Engineering Planning and Design (1975)Global sensitivity analysis using polynomial chaos expansions (2007)Aleatory or epistemic? Does it matter? (2008)Narrow Reliability Bounds for Structural Systems (1979)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Sequential Optimization and Reliability Assessment Method for Efficient Probabilistic Design (2004)A critical appraisal of methods to determine failure probabilities (1987)A general procedure for first/second-order reliabilitymethod (FORM/SORM) (1999)The equivalent extreme-value event and evaluation of the structural system reliability (2006)A new learning function for Kriging and its applications to solve reliability problems in engineering (2015)Assessing small failure probabilities by AK–SS: An active learning method combining Kriging and Subset Simulation (2016)
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References

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  • 1996Structural Reliability Methods2,192 cited
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  • 2004Structural reliability analysis for implicit performance functions using artificial neural network279 cited
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  • 2007Adaptive radial-based importance sampling method for structural reliability182 cited
  • 1990General multi-dimensional probability integration by directional simulation

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163 cited
  • 2004Benefit of splines and neural networks in simulation based structural reliability analysis161 cited
  • 2000Cumulative formation of response surface and its use in reliability analysis151 cited
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