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An efficient Monte Carlo strategy for elasto-plastic structures based on recurrent neural networks
4 references·1 citing·19 second hop
An efficient Monte Carlo strategy for elasto-plastic structures based on recurrent neural networks (2019)An efficient Monte Carlo strategy for ela…Computational Analysis of Randomness in Structural Mechanics (2009)Computational Analysis of Ran…An adaptive response surface method for reliability analysis of structures with multiple loading sequences (2005)An adaptive response surface …On advanced Monte Carlo simulation procedures in stochastic structural dynamics (1997)On advanced Monte Carlo simul…Structural reliability analyis of elastic-plastic structures using neural networks and Monte Carlo simulation (1996)Structural reliability analyi…Probabilistic machine learning approach to reliability analysis of a bogie frame under dynamic loading (2023)Probabilistic machine learnin…Neural-network-based reliability analysis: a comparative study (2001)Methods of structural safety (2006)Structural reliability analysis using Monte Carlo simulation and neural networks (2007)Simulation and the Monte Carlo Method (2016)Structural Reliability Analysis and Prediction (2017)Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review (2023)Empirical Model Building and Response Surfaces (1988)Empirical Model-Building and Response Surfaces. (1988)An efficient response surface method and its application to structural reliability and reliability-basedoptimization (2013)An efficient reliability algorithm for locating design point using the combination of importance sampling concepts and response surface method (2016)Reliability based design optimization of wire bonding in power microelectronic devices (2016)Probability, Reliability and Statistical Methods in Engineering Design (2001)Assessment of the efficiency of Kriging surrogate models for structural reliability analysis (2014)Assessment of low probability events of dynamical systems by controlled Monte Carlo simulation (1999)Polynomial chaos for the approximation of uncertainties: Chances and limits (2008)Arbitrary polynomial chaos expansion method for uncertainty quantification and global sensitivity analysis in structural dynamics (2020)Matlab codes of Subset Simulation for reliability analysis and structural optimization (2016)Sensitivity estimation of failure probability applying line sampling (2017)An interval finite element method for the analysis of structures with spatially varying uncertainties (2018)
this work references cited by second hop

References

  • 1996Structural reliability analyis of elastic-plastic structures using neural networks and Monte Carlo simulation272 cited
  • 2009Computational Analysis of Randomness in Structural Mechanics168 cited
  • 1997On advanced Monte Carlo simulation procedures in stochastic structural dynamics99 cited
  • 2005An adaptive response surface method for reliability analysis of structures with multiple loading sequences86 cited

Cited by

  • 2023Probabilistic machine learning approach to reliability analysis of a bogie frame under dynamic loading9 cited

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