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Xun Huan

  • PhD
  • Assistant Professor
  • University of Michigan
  • 4h-indexImpact measure calculated using publication and citation counts. Updated daily.
  • 118CitationsNumber of citations received by Xun's publications. Updated daily.

Research interests

Machine LearningBayesian AnalysisOptimal Experimental DesignData-Driven ModelingNumerical OptimizationUncertainty Quantification

Co-authors (16)

  • Alex Gorodetsky

Publications (5)

  • Compressive Sensing with Cross-Validation and Stop-Sampling for Sparse Polynomial Chaos Expansions

    • Huan X
    • Safta C
    • Sargsyan K
    • et al.
    N/AReaders
    0Citations
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  • Global Sensitivity Analysis and Estimation of Model Error, Toward Uncertainty Quantification in Scramjet Computations

    • Huan X
    • Safta C
    • Sargsyan K
    • et al.
    N/AReaders
    1Citations
    Get full text
  • Multifidelity Statistical Analysis of Large Eddy Simulations in Scramjet Computations

    • Huan X
    • Geraci G
    • Safta C
    • et al.
    N/AReaders
    N/ACitations
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  • GRADIENT-BASED STOCHASTIC OPTIMIZATION METHODS IN BAYESIAN EXPERIMENTAL DESIGN

    • Huan X
    • Marzouk Y
    N/AReaders
    18Citations
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  • Optimal Bayesian Experimental Design for Combustion Kinetics

    • Huan X
    • Marzouk Y
    N/AReaders
    N/ACitations
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Professional experience

Assistant Professor

University of Michigan

August 2018 - Present

Postdoctoral Appointee

Sandia National Laboratories California

February 2016 - August 2018(3 years)

Postdoctoral Fellow

Massachusetts Institute of Technology

September 2015 - January 2016(4 months)

Education

PhD

Massachusetts Institute of Technology

June 2010 - September 2015(5 years)

SM

Massachusetts Institute of Technology

September 2008 - June 2010(2 years)

BASc

University of Toronto

September 2004 - June 2008(4 years)