Publications

International Journal

• Random Field Modeling with Insufficient Field Data for Probability Analysis and Design

  Zhimin Xi, Byeng D. Youn*, Byung C. Jung, and Joung Taek Yoon Structural and Multidisciplinary Optimization , 2015-03 , SCIE (IF: 3.6, Rank: 17.0%) , Vol. 51, pp. 599–611, 2015

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• Predictive Carbon Nanotube Models Using the Eigenvector Dimension Reduction (EDR) Method

  Zhimin Xi and Byeng D. Youn* Journal of Mechanical Science and Technology , 2012-04 , SCIE (IF: 1.5, Rank: 63.1%) , Vol. 26, pp. 1089–1097, 2012

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• A Comparative Study of Probability Estimation Methods for Reliability Analysis

  Zhimin Xi, Chao Hu, and Byeng D. Youn* Structural and Multidisciplinary Optimization , 2012-01 , SCIE (IF: 3.6, Rank: 17.0%) , Vol. 45, pp. 33–52, 2012

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• A Hierarchical Framework for Statistical Model Calibration in Engineering Product Development

  Byeng D. Youn*, Byung C. Jung, Zhimin Xi, Sang Bum Kim, and W. R. Lee Computer Methods in Applied Mechanics and Engineering , 2011-03 , SCIE (IF: 6.9, Rank: 2.6%) , Vol. 200, No. 13-16, pp. 1421-1431, 2011

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• Random Field Characterization Considering Statistical Dependence for Probability Analysis and Design

  Zhimin Xi, Byeng D. Youn*, and Chao Hu Journal of Mechanical Design , 2010-10 , SCIE (IF: 2.9, Rank: 29.2%) , Vol. 132, No. 10, pp. 101008, 2010

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• Bayesian Reliability Analysis With Evolving, Insufficient, and Subjective Data Sets

  Pingfeng Wang, Byeng D. Youn*, Zhimin Xi, and Artemis Kloess Journal of Mechanical Design , 2009-10 , SCIE (IF: 2.9, Rank: 29.2%) , Vol. 131, No. 11, pp. 111008, 2009

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• Reliability-Based Robust Design Optimization Using the Eigenvector Dimension Reduction (EDR) Method

  Byeng D. Youn* and Zhimin Xi Structural and Multidisciplinary Optimization , 2009-02 , SCIE (IF: 3.6, Rank: 17.0%) , Vol. 37, pp. 475-492, 2009

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• Eigenvector Dimension-Reduction (EDR) Method for Sensitivity-Free Probability Analysis

  Byeng D. Youn*, Zhimin Xi, and Pingfeng Wang Structural and Multidisciplinary Optimization , 2008-12 , SCIE (IF: 3.6, Rank: 17.0%) , Vol. 37, pp. 13-28, 2008

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International Conference

• "Stochastic Response Surface Using the Enhanced Dimension Reduction (eDR) Method for Reliability-Based Robust Design Optimization"

  Byeng D.Youn, Zhimin Xi and Lee J. Wells Conference : III European Conference on Computational Mechanics 2006-06-05

• "Enhanced Dimension- Reduction (eDR) Method for Sensitivity- Free Uncertainty Quantification"

  Byeng D. Youn, Zhimin Xi, and Pingfeng Wang Conference : 11th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference 2006-09-06

• "Complementary Interaction Method (CIM) for System Reliability Analysis"

  Byeng D. Youn, Pingfeng Wang, and Zhimin Xi Conference : 48th AIAA/ASME/ASCE/AHS/ASC Structures,Structural Dynamics, and Materials Conference 2007-04-23

• "Eigenvector Dimension-Reduction (EDR) Method for Sensitivity-Free Probability Quantification"

  Byeng D. Youn and Zhimin Xi Conference : 7th World Congress on Structural and Multidisciplinary Optimization 2007-05-21

• "Sensitivity-Free Approach for Reliability-Based Robust Design Optimization"

  Byeng D. Youn, Zhimin Xi, Lee J. Wells, and David J. Gorsich Conference : ASME 2007 International Design and Engineering Technical Conferences & Computers and Information in Engineering Conference 2007-09-04

• "Predictive carbon nanotube models using the eigenvector dimension reduction (EDR) method"

  Zhimin Xi and Byeng D. Youn Conference : ASME 2007 International Design and Engineering Technical Conferences & Computers and Information in Engineering Conference 2007-09-04

• "Innovative Six Sigma Design Using the Eigenvector Dimension-Reduction (EDR) Method"

  Lee J. Wells, Byeng D. Youn, and Zhimin Xi Conference : ASME 2007 International Design and Engineering Technical Conferences & Computers and Information in Engineering Conference 2007-09-04

• "Complementary Interaction Method (CIM) for System Reliability Analysis"

  Byeng D. Youn, Pingfeng Wang, Zhimin Xi and David J. Gorsich Conference : ASME 2007 International Design and Engineering Technical Conferences & Computers and Information in Engineering Conference 2007-09-04

• "An Effective Random Field Characterization for Probabilistic Analysis and Design"

  Byeng D. Youn and Zhimin Xi Conference : 49th AIAA/ASME/ASCE/AHS/ASC Structures,Structural Dynamics, and Materials Conference 2008-04-08

• "Bayesian Reliability Analysis with Evolving, Insufficient, and Subjective Data Sets"

  Pingfeng Wang, Byeng D. Youn, Zhimin Xi, and Artemis Kloess Conference : ASME 2008 International Design and Engineering Technical Conferences & Computers and Information in Engineering Conference 2008-08

• "An Effective Random Field Characterization for Probability Analysis and Design"

  Zhimin Xi and Byeng D. Youn Conference : ASME 2008 International Design and Engineering Technical Conferences & Computers and Information in Engineering Conference 2008-08

• "A Hierarchical Framework for Statistical Model Calibration in Engineering Product Development"

  Byeng D. Youn, Byung C. Jung, Zhimin Xi, and Sang Bum Kim Conference : ASME 2009 International Design and Engineering Technical Conferences & Computers and Information in Engineering Conference 2009-08-30

• "Effective Random Field Characterization Considering Statistical Dependence for Probability Analysis and Design"

  Zhimin Xi, Byeng D. Youn, and Chao Hu Conference : ASME 2010 International Design and Engineering Technical Conferences & Computers and Information in Engineering Conference 2010-08-15

• "Random Field Characterization with Insufficient Data Sets for Probability Analysis and Design"

  Zhimin Xi, Byung C. Jung, and Byeng D. Youn Conference : ASME 2011 International Design and Engineering Technical Conferences & Computers and Information in Engineering Conference 2011-08-28

Awards

• Zhimin Xi, 정병창, 윤병동, "ASME 2011 IDETC Design Automation Conference - Top 10 Best Papers (out of 122)", 2011-08-28
  
  
• Pingfeng Wang, 윤병동, Zhimin Xi, Artemis Kloess, "ASME 2008 IDETC Design Automation Conference - Best Paper Award", 2008-08-05