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Ren-Jye Yang
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Proceedings Papers

Optimum Topology of Embossed Ribs in Stamped Plates

Ciro A. Soto, Ren Jye Yang
Proc. ASME. DETC98, Volume 2: 24th Design Automation Conference, V002T02A077, September 13–16, 1998
Publisher: American Society of Mechanical Engineers
Paper No: DETC98/DAC-5609
https://doi.org/10.1115/DETC98/DAC-5609
View Paper titled, Optimum Topology of Embossed Ribs in Stamped Plates
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Topics: Plates (structures), Topology, Deformation, Fuel storage, Membranes, Optimization, Vehicles
Proceedings Papers

Model Bias Characterization Considering Discrete and Continuous Design Variables

Xiangxue Zhao, Zhimin Xi, Hongyi Xu, Ren-Jye Yang
Proc. ASME. IDETC-CIE2016, Volume 2B: 42nd Design Automation Conference, V02BT03A053, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-60109
https://doi.org/10.1115/DETC2016-60109
View Paper titled, Model Bias Characterization Considering Discrete and Continuous Design Variables
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Topics: Design, Modeling, Errors, Regression models, Approximation, Simulation models
Proceedings Papers

Model Validation of Dynamic Engineering Models Under Uncertainty

Zequn Wang, Yan Fu, Ren-Jye Yang, Saeed Barbat, Wei Chen
Proc. ASME. IDETC-CIE2016, Volume 2B: 42nd Design Automation Conference, V02BT03A048, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-59437
https://doi.org/10.1115/DETC2016-59437
View Paper titled, Model Validation of Dynamic Engineering Models Under Uncertainty
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Topics: Engineering models, Model validation, Uncertainty, Dynamic systems, Dynamic models, Engineering simulation, Manufacturing, Simulation, Computers, Data fusion
Proceedings Papers

Mixed-Variable Metamodeling Methods for Designing Multi-Material Structures

Hongyi Xu, Ching-Hung Chuang, Ren-Jye Yang
Proc. ASME. IDETC-CIE2016, Volume 2B: 42nd Design Automation Conference, V02BT03A021, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-59176
https://doi.org/10.1115/DETC2016-59176
View Paper titled, Mixed-Variable Metamodeling Methods for Designing Multi-Material Structures
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Topics: Design, Artificial neural networks, Errors, Optimization, Polynomials, Structural design
Proceedings Papers

Model Uncertainty Approximation Using a Copula-Based Approach for Reliability Based Design Optimization

Hao Pan, Zhimin Xi, Ren-Jye Yang
Proc. ASME. IDETC-CIE2016, Volume 1A: 36th Computers and Information in Engineering Conference, V01AT02A026, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-60071
https://doi.org/10.1115/DETC2016-60071
View Paper titled, Model Uncertainty Approximation Using a Copula-Based Approach for Reliability Based Design Optimization
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Topics: Approximation, Reliability-based optimization, Uncertainty, Automotive design, Design engineering, Product design, Reliability
Journal Articles

Validating Dynamic Engineering Models Under Uncertainty

Zequn Wang, Yan Fu, Ren-Jye Yang, Saeed Barbat, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2016, 138(11): 111402.
Paper No: MD-16-1128
https://doi.org/10.1115/1.4034089
Published Online: September 12, 2016
View Article titled, Validating Dynamic Engineering Models Under Uncertainty
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Topics: Dynamic systems, Model validation, Signals, Simulation, Time series, Uncertainty, Dynamic models, Density, Data fusion, Engineering models
Proceedings Papers

Stochastic Model Bias Correction of Dynamic System Responses for Simulation-Based Reliability Analysis

Zhimin Xi, Hao Pan, Ren-Jye Yang
Proc. ASME. IDETC-CIE2015, Volume 2B: 41st Design Automation Conference, V02BT03A056, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-46938
https://doi.org/10.1115/DETC2015-46938
View Paper titled, Stochastic Model Bias Correction of Dynamic System Responses for Simulation-Based Reliability Analysis
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Topics: Dynamic systems, Event history analysis, Simulation, Simulation models, Dynamic models, Approximation, Calibration
Proceedings Papers

Improving Multiobjective Multidisciplinary Optimization With a Data Mining-Based Hybrid Method

Hongyi Xu, Ching-Hung Chuang, Ren-Jye Yang
Proc. ASME. IDETC-CIE2015, Volume 2B: 41st Design Automation Conference, V02BT03A029, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-47361
https://doi.org/10.1115/DETC2015-47361
View Paper titled, Improving Multiobjective Multidisciplinary Optimization With a Data Mining-Based Hybrid Method
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Topics: Mining, Optimization, Design, Algorithms, Chaos, Complex systems, Optimization algorithms, Probability, Product design, Vehicles
Proceedings Papers

An Adaptive Copula-Based Approach for Model Bias Characterization

Hao Pan, Zhimin Xi, Ren-Jye Yang
Proc. ASME. IDETC-CIE2015, Volume 1A: 35th Computers and Information in Engineering Conference, V01AT02A066, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-46945
https://doi.org/10.1115/DETC2015-46945
View Paper titled, An Adaptive Copula-Based Approach for Model Bias Characterization
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Journal Articles

Reliability Analysis With Model Uncertainty Coupling With Parameter and Experiment Uncertainties: A Case Study of 2014 Verification and Validation Challenge Problem

Zhimin Xi, Ren-Jye Yang
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. March 2016, 1(1): 011005.
Paper No: VVUQ-15-1011
https://doi.org/10.1115/1.4031984
Published Online: December 14, 2015
View Article titled, Reliability Analysis With Model Uncertainty Coupling With Parameter and Experiment Uncertainties: A Case Study of 2014 Verification and Validation Challenge Problem
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Topics: Design, Event history analysis, Modeling, Uncertainty, Uncertainty quantification, Approximation, Displacement, Calibration, Stress, Probability
Proceedings Papers

Application of Regional Strain Energy in Topology Optimization With Inertia Relief Analysis

Wei Song, Hae Chang Gea, Ren-Jye Yang, Ching-Hung Chuang
Proc. ASME. IDETC-CIE2013, Volume 3A: 39th Design Automation Conference, V03AT03A056, August 4–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: DETC2013-13283
https://doi.org/10.1115/DETC2013-13283
View Paper titled, Application of Regional Strain Energy in Topology Optimization With Inertia Relief Analysis
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Topics: Inertia (Mechanics), Optimization, Topology, Design, Stress, Finite element analysis
Proceedings Papers

An Ensemble Approach for Model Bias Prediction

Zhimin Xi, Hongjiang Zhou, Yan Fu, Ren-Jye Yang
Proc. ASME. IDETC-CIE2013, Volume 2A: 33rd Computers and Information in Engineering Conference, V02AT02A031, August 4–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: DETC2013-13598
https://doi.org/10.1115/DETC2013-13598
View Paper titled, An Ensemble Approach for Model Bias Prediction
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Topics: Automotive design, Design, Model validation, Modeling, Reliability, Response surface methodology
Journal Articles

An Adaptive Response Surface Method Using Bayesian Metric and Model Bias Correction Function

Lei Shi, Ren-Jye Yang, Ping Zhu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. March 2014, 136(3): 031005.
Paper No: MD-13-1043
https://doi.org/10.1115/1.4026095
Published Online: January 10, 2014
View Article titled, An Adaptive Response Surface Method Using Bayesian Metric and Model Bias Correction Function
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Topics: Response surface methodology, Uncertainty, Algorithms
Proceedings Papers

Model Validation Metric and Model Bias Characterization for Dynamic System Responses Under Uncertainty

Zhimin Xi, Yan Fu, Ren-Jye Yang
Proc. ASME. IDETC-CIE2012, Volume 3: 38th Design Automation Conference, Parts A and B, 1249-1260, August 12–15, 2012
Publisher: American Society of Mechanical Engineers
Paper No: DETC2012-71111
https://doi.org/10.1115/DETC2012-71111
View Paper titled, Model Validation Metric and Model Bias Characterization for Dynamic System Responses Under Uncertainty
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Topics: Dynamic systems, Model validation, Stochastic processes, Uncertainty
Journal Articles

Bayesian Based Multivariate Model Validation Method Under Uncertainty for Dynamic Systems

Zhenfei Zhan, Yan Fu, Ren-Jye Yang, Yinghong Peng
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. March 2012, 134(3): 034502.
https://doi.org/10.1115/1.4005863
Published Online: February 29, 2012
View Article titled, Bayesian Based Multivariate Model Validation Method Under Uncertainty for Dynamic Systems
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Topics: Computer-aided engineering, Dynamic systems, Model validation, Testing, Uncertainty, Dimensions, Uncertainty quantification
Journal Articles

An Enhanced Bayesian Based Model Validation Method for Dynamic Systems

Zhenfei Zhan, Yan Fu, Ren-Jye Yang, Yinghong Peng
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2011, 133(4): 041005.
https://doi.org/10.1115/1.4003820
Published Online: May 9, 2011
View Article titled, An Enhanced Bayesian Based Model Validation Method for Dynamic Systems
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Topics: Computer-aided engineering, Dynamic systems, Model validation, Principal component analysis, Testing, Dimensions, Phase shift
Proceedings Papers

System Integration and Design Optimization of Passenger Airbag Shapes

Yan Fu, Baohua Xiao, Weigang Chen, Guosong Li, Ren-Jye Yang
Proc. ASME. IMECE2005, Engineering/Technology Management, 359-365, November 5–11, 2005
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2005-81544
https://doi.org/10.1115/IMECE2005-81544
View Paper titled, System Integration and Design Optimization of Passenger Airbag Shapes
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Topics: Airbags, Design, Optimization, Shapes, Safety, Wounds, Errors, Restraint systems, Vehicles