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Bayesian Optimization for Efficient Design of Uncertain Coupled Multidisciplinary Systems
15 references·2 citing·41 second hop
Bayesian Optimization for Efficient Design of Uncertain Coupled Multidisciplinary Systems (2020)Bayesian Optimization for Efficient Desig…Multifidelity Uncertainty Propagation via Adaptive Surrogates in Coupled Multidisciplinary Systems (2017)Multifidelity Uncertainty Pro…Adaptive Uncertainty Propagation for Coupled Multidisciplinary Systems (2017)Adaptive Uncertainty Propagat…Predictive Entropy Search for Efficient Global Optimization of Black-box Functions (2014)Predictive Entropy Search for…Predictive Entropy Search for Efficient Global Optimization of Black-box Functions (2014)Predictive Entropy Search for…Robustness-Based Design Optimization of Multidisciplinary System Under Epistemic Uncertainty (2013)Robustness-Based Design Optim…Likelihood-Based Approach to Multidisciplinary Analysis Under Uncertainty (2012)Likelihood-Based Approach to …The Knowledge-Gradient Policy for Correlated Normal Beliefs (2009)The Knowledge-Gradient Policy…A Knowledge-Gradient Policy for Sequential Information Collection (2008)A Knowledge-Gradient Policy f…Decoupled approach to multidisciplinary design optimization under uncertainty (2007)Decoupled approach to multidi…Implicit Uncertainty Propagation for Robust Collaborative Optimization (2006)Implicit Uncertainty Propagat…Efficient first-order reliability analysis of multidisciplinary systems (2006)Efficient first-order reliabi…Design Optimization of Hierarchically Decomposed Multilevel Systems Under Uncertainty (2005)Design Optimization of Hierar…Collaborative Reliability Analysis under the Framework of Multidisciplinary Systems Design (2004)Collaborative Reliability Ana…Sensitivity of complex, internally coupled systems (1990)Sensitivity of complex, inter…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…Bayesian Surrogate Learning for Uncertainty Analysis of Coupled Multidisciplinary Systems (2021)Bayesian Surrogate Learning f…Bayesian Optimization Objective-Based Experimental Design (2020)Bayesian Optimization Objecti…Sensitivity Analysis of Discrete Structural Systems (1986)Recent developments in structural sensitivity analysis (1989)Life-cycle reliability-based optimization of civil and aerospace structures (2003)Review of options for structural design sensitivity analysis. 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References

  • 1979A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code3,766 cited
  • 2008A Knowledge-Gradient Policy for Sequential Information Collection447 cited
  • 1990Sensitivity of complex, internally coupled systems438 cited
  • 2009The Knowledge-Gradient Policy for Correlated Normal Beliefs408 cited
  • 2014Predictive Entropy Search for Efficient Global Optimization of Black-box Functions369 cited
  • 2014Predictive Entropy Search for Efficient Global Optimization of Black-box Functions162 cited
  • 2004Collaborative Reliability Analysis under the Framework of Multidisciplinary Systems Design124 cited
  • 2006Implicit Uncertainty Propagation for Robust Collaborative Optimization95 cited
  • 2005Design Optimization of Hierarchically Decomposed Multilevel Systems Under Uncertainty86 cited
  • 2012Likelihood-Based Approach to Multidisciplinary Analysis Under Uncertainty76 cited
  • 2007Decoupled approach to multidisciplinary design optimization under uncertainty66 cited
  • 2013Robustness-Based Design Optimization of Multidisciplinary System Under Epistemic Uncertainty54 cited
  • 2006Efficient first-order reliability analysis of multidisciplinary systems50 cited
  • 2017Multifidelity Uncertainty Propagation via Adaptive Surrogates in Coupled Multidisciplinary Systems

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50 cited
  • 2017Adaptive Uncertainty Propagation for Coupled Multidisciplinary Systems47 cited
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    • 2020Bayesian Optimization Objective-Based Experimental Design59 cited
    • 2021Bayesian Surrogate Learning for Uncertainty Analysis of Coupled Multidisciplinary Systems20 cited