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ANN inverse analysis based on stochastic small-sample training set simulation
5 references·10 citing·35 second hop
ANN inverse analysis based on stochastic small-sample training set simulation (2006)ANN inverse analysis based on stochastic …A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)A Comparison of Three Methods…Improvements to and limitations of Latin hypercube sampling (1998)Improvements to and limitatio…A distribution-free approach to inducing rank correlation among input variables (1982)A distribution-free approach …Small sample sensitivity analysis techniques for computer models.with an application to risk assessment (1980)Small sample sensitivity anal…A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)A Comparison of Three Methods…Estimation of spatial uncertainty in material property distributions within heterogeneous structures using optimized convolutional neural networks (2022)Estimation of spatial uncerta…A comparison of sensitivity analyses for selected prestressed concrete structures (2018)A comparison of sensitivity a…Reliability-based design: Artificial neural networks and double-loop reliability-based optimization approaches (2017)Reliability-based design: Art…Reliability calculation of time-consuming problems using a small-sample artificial neural network-based response surface method (2016)Reliability calculation of ti…Optimized Design of Concrete Structures considering Environmental Aspects (2014)Optimized Design of Concrete …Hierarchical Refinement of Latin Hypercube Samples (2014)Hierarchical Refinement of La…FReET: Software for the statistical and reliability analysis of engineering problems and FReET-D: Degradation module (2013)FReET: Software for the stati…Solving Inverse Structural Reliability Problem Using Artificial Neural Networks and Small-Sample Simulation (2012)Solving Inverse Structural Re…Identification of the parameters of complex constitutive models: Least squares minimization vs. Bayesian updating (2010)Identification of the paramet…Probabilistic risk assessment for the construction phases of a bridge construction based on finite element analysis (2008)Probabilistic risk assessment…Design and Analysis of Computer Experiments (1989)A novel extension algorithm for optimized Latin hypercube sampling (2017)Variance-based adaptive sequential sampling for Polynomial Chaos Expansion (2021)Efficient decoupling-assisted evolutionary/metaheuristic framework for expensive reliability-based design optimization problems (2022)Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)Correlation and Dependence in Risk Management: Properties and Pitfalls (2002)Making best use of model evaluations to compute sensitivity indices (2002)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)On the Experimental Attainment of Optimum Conditions (1951)Stochastic Finite Elements: A Spectral Approach (1991)On the Experimental Attainment of Optimum Conditions (1992)Bootstrap Technique for Risk Analysis with Interval Numbers in Bridge Construction Projects (2011)Understanding the role of “tasks anticipated” in lookahead planning through simulation (2014)Constructability: Outline of Past, Present, and Future Research (2017)Digital simulation of random processes and its applications (1972)Simulation of Stochastic Processes by Spectral Representation (1991)A study on algorithms for optimization of Latin hypercubes (2005)Correlation control in small-sample Monte Carlo type simulations I: A simulated annealing approach (2009)A Sequential Kriging reliability analysis method with characteristics of adaptive sampling regions and parallelizability (2016)Exact and Invariant Second-Moment Code Format (1974)Polynomial chaos expansion for surrogate modelling: Theory and software (2018)Response Surface Methodology (1996)Reliability-based design optimization for the lattice boom of crawler crane (2020)A RBFNN based active learning surrogate model for evaluating low failure probability in reliability analysis (2023)Deep learning-based methods in structural reliability analysis: a review (2023)Robust optimization – A comprehensive survey (2007)Reliability index function approximation based on adaptive double-loop Kriging for reliability-based design optimization (2021)An Overview of Adaptive-Surrogate-Model-Assisted Methods for Reliability-Based Design Optimization (2022)Reliability-based design optimization using adaptive Kriging-A single-loop strategy and a double-loop one (2023)A review of techniques for parameter sensitivity analysis of environmental models (1994)Importance measures in global sensitivity analysis of nonlinear models (1996)Uncertainty and sensitivity analysis techniques for use in performance assessment for radioactive waste disposal (1993)Optimal Latin-hypercube designs for computer experiments (1994)Sensitivity Analysis for Chemical Models (2005)Adaptive sparse polynomial chaos expansion based on least angle regression (2010)
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References

  • 2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code8,233 cited
  • 1979A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code3,766 cited
  • 1982A distribution-free approach to inducing rank correlation among input variables1,625 cited
  • 1980Small sample sensitivity analysis techniques for computer models.with an application to risk assessment837 cited
  • 1998Improvements to and limitations of Latin hypercube sampling299 cited

Cited by

  • 2013FReET: Software for the statistical and reliability analysis of engineering problems and FReET-D: Degradation module93 cited
  • 2017Reliability-based design: Artificial neural networks and double-loop reliability-based optimization approaches78 cited
  • 2008Probabilistic risk assessment for the construction phases of a bridge construction based on finite element analysis60 cited
  • 2014Hierarchical Refinement of Latin Hypercube Samples57 cited
  • 2016Reliability calculation of time-consuming problems using a small-sample artificial neural network-based response surface method39 cited
  • 2012Solving Inverse Structural Reliability Problem Using Artificial Neural Networks and Small-Sample Simulation24 cited
  • 2010Identification of the parameters of complex constitutive models: Least squares minimization vs. Bayesian updating21 cited
  • 2014

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Optimized Design of Concrete Structures considering Environmental Aspects
15 cited
  • 2022Estimation of spatial uncertainty in material property distributions within heterogeneous structures using optimized convolutional neural networks11 cited
  • 2018A comparison of sensitivity analyses for selected prestressed concrete structures10 cited