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Journal Articles

Treating Epistemic Uncertainty Using Bootstrapping Selection of Input Distribution Model for Confidence-Based Reliability Assessment

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Min-Yeong Moon, K. K. Choi, Nicholas Gaul, David Lamb
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. March 2019, 141(3): 031402.
Paper No: MD-18-1607
https://doi.org/10.1115/1.4042149
Published Online: January 10, 2019
View Articletitled, Treating Epistemic Uncertainty Using Bootstrapping Selection of Input Distribution Model for Confidence-Based Reliability Assessment
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Topics: Reliability, Uncertainty, Simulation models
Proceedings Papers

Treating Epistemic Uncertainty Using Bootstrapping Selection of Input Distribution Model for Confidence-Based Reliability Assessment

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Min-Yeong Moon, K. K. Choi, Nicholas Gaul, David Lamb
Proc. ASME. IDETC-CIE2018, Volume 2B: 44th Design Automation Conference, V02BT03A058, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-85946
https://doi.org/10.1115/DETC2018-85946
View Paper titled, Treating Epistemic Uncertainty Using Bootstrapping Selection of Input Distribution Model for Confidence-Based Reliability Assessment
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Topics: Reliability, Uncertainty, Simulation models, Engineering systems and industry applications, Performance, Simulation, Testing
Journal Articles

Sensitivity Developments for RBDO With Dependent Input Variable and Varying Input Standard Deviation

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Hyunkyoo Cho, K. K. Choi, David Lamb
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. July 2017, 139(7): 071402.
Paper No: MD-16-1522
https://doi.org/10.1115/1.4036568
Published Online: May 10, 2017
View Articletitled, Sensitivity Developments for RBDO With Dependent Input Variable and Varying Input Standard Deviation
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Topics: Design
Journal Articles

Reliability-Based Design Optimization Using Confidence-Based Model Validation for Insufficient Experimental Data

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Min-Yeong Moon, K. K. Choi, Hyunkyoo Cho, Nicholas Gaul, David Lamb, David Gorsich
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. March 2017, 139(3): 031404.
Paper No: MD-16-1560
https://doi.org/10.1115/1.4035679
Published Online: January 27, 2017
View Articletitled, Reliability-Based Design Optimization Using Confidence-Based Model Validation for Insufficient Experimental Data
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Topics: Design, Model validation, Probability, Failure, Simulation models
Proceedings Papers

Reliability-Based Design Optimization Using Confidence-Based Model Validation for Insufficient Experimental Data

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Min-Yeong Moon, K. K. Choi, Hyunkyoo Cho, Nicholas Gaul, David Lamb, David Gorsich
Proc. ASME. IDETC-CIE2016, Volume 2B: 42nd Design Automation Conference, V02BT03A054, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-60155
https://doi.org/10.1115/DETC2016-60155
View Paper titled, Reliability-Based Design Optimization Using Confidence-Based Model Validation for Insufficient Experimental Data
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Topics: Model validation, Reliability-based optimization, Design, Simulation models, Uncertainty, Optimization, Physics, Product testing, Reliability
Proceedings Papers

Sensitivity Developments for Sensitivity-Based RBDO With Correlated Input Variable and Varying Input Standard Deviation

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Hyunkyoo Cho, K. K. Choi, David Lamb
Proc. ASME. IDETC-CIE2016, Volume 2B: 42nd Design Automation Conference, V02BT03A056, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-60175
https://doi.org/10.1115/DETC2016-60175
View Paper titled, Sensitivity Developments for Sensitivity-Based RBDO With Correlated Input Variable and Varying Input Standard Deviation
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Topics: Design, Event history analysis, Failure, Optimization, Probability, Reliability, Reliability-based optimization
Proceedings Papers

Development of a Conservative Model Validation Approach for Reliable Analysis

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Min-Yeong Moon, K. K. Choi, Hyunkyoo Cho, Nicholas Gaul, David Lamb, David Gorsich
Proc. ASME. IDETC-CIE2015, Volume 2B: 41st Design Automation Conference, V02BT03A057, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-46982
https://doi.org/10.1115/DETC2015-46982
View Paper titled, Development of a Conservative Model Validation Approach for Reliable Analysis
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Topics: Model validation, Simulation models, Design, Failure, Probability, Simulation, Approximation, Calibration, Event history analysis, Optimization
Proceedings Papers

Design Sensitivity Method for Sampling-Based RBDO With Fixed COV

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Hyunkyoo Cho, K. K. Choi, Ikjin Lee, David Lamb
Proc. ASME. IDETC-CIE2015, Volume 2B: 41st Design Automation Conference, V02BT03A059, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-47359
https://doi.org/10.1115/DETC2015-47359
View Paper titled, Design Sensitivity Method for Sampling-Based RBDO With Fixed COV
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Topics: Design, Failure, Probability, Event history analysis, Optimization, Reliability-based optimization, Simulation
Proceedings Papers

Modified Bayesian Kriging for Noisy Response Problems for Reliability Analysis

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Nicholas J. Gaul, Mary Kathryn Cowles, Hyunkyoo Cho, K. K. Choi, David Lamb
Proc. ASME. IDETC-CIE2015, Volume 2B: 41st Design Automation Conference, V02BT03A060, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-47370
https://doi.org/10.1115/DETC2015-47370
View Paper titled, Modified Bayesian Kriging for Noisy Response Problems for Reliability Analysis
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Topics: Event history analysis, Failure, Probability, Experimental design, Sampling methods, Modeling, Algorithms, Chain, Design, Multibody dynamics
Journal Articles

Design Sensitivity Method for Sampling-Based RBDO With Varying Standard Deviation

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Hyunkyoo Cho, K. K. Choi, Ikjin Lee, David Lamb
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. January 2016, 138(1): 011405.
Paper No: MD-15-1333
https://doi.org/10.1115/1.4031829
Published Online: November 16, 2015
View Articletitled, Design Sensitivity Method for Sampling-Based RBDO With Varying Standard Deviation
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Topics: Design, Failure, Probability, Optimization
Proceedings Papers

Confidence-Based Method for Reliability-Based Design Optimization

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Hyunkyoo Cho, K. K. Choi, David Lamb
Proc. ASME. IDETC-CIE2014, Volume 2B: 40th Design Automation Conference, V02BT03A051, August 17–20, 2014
Publisher: American Society of Mechanical Engineers
Paper No: DETC2014-34644
https://doi.org/10.1115/DETC2014-34644
View Paper titled, Confidence-Based Method for Reliability-Based Design Optimization
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Topics: Reliability-based optimization, Reliability, Probability, Uncertainty, Design, Event history analysis, Failure, Simulation, Statistical distributions
Proceedings Papers

Chrono: A Parallel Physics Library for Rigid-Body, Flexible-Body, and Fluid Dynamics

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Toby Heyn, Hammad Mazhar, Arman Pazouki, Daniel Melanz, Andrew Seidl, Justin Madsen, Aaron Bartholomew, Dan Negrut, David Lamb, Alessandro Tasora
Proc. ASME. IDETC-CIE2013, Volume 7B: 9th International Conference on Multibody Systems, Nonlinear Dynamics, and Control, V07BT10A050, August 4–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: DETC2013-13239
https://doi.org/10.1115/DETC2013-13239
View Paper titled, Chrono: A Parallel Physics Library for Rigid-Body, Flexible-Body, and Fluid Dynamics
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Topics: Fluid dynamics, Physics, Simulation, Dynamics (Mechanics), Collisions (Physics), Degrees of freedom, Engines, Flexible body dynamics, Fluid structure interaction, Fluids
Proceedings Papers

On the Numerical Solution of Many-Body Contact Dynamics Problems Formulated as Complementarity Problems

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Toby Heyn, Dan Negrut, Mihai Anitescu, Alessandro Tasora, David Lamb
Proc. ASME. IDETC-CIE2012, Volume 6: 1st Biennial International Conference on Dynamics for Design; 14th International Conference on Advanced Vehicle Technologies, 61-69, August 12–15, 2012
Publisher: American Society of Mechanical Engineers
Paper No: DETC2012-71148
https://doi.org/10.1115/DETC2012-71148
View Paper titled, On the Numerical Solution of Many-Body Contact Dynamics Problems Formulated as Complementarity Problems
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Topics: Contact dynamics, Dynamics (Mechanics), Equations of motion, Modeling, Numerical analysis, Simulation
Proceedings Papers

Sampling-Based RBDO Using Probabilistic Sensitivity Analysis and Virtual Support Vector Machine

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Hyeongjin Song, K. K. Choi, Ikjin Lee, Liang Zhao, David Lamb
Proc. ASME. IDETC-CIE2012, Volume 3: 38th Design Automation Conference, Parts A and B, 1213-1225, August 12–15, 2012
Publisher: American Society of Mechanical Engineers
Paper No: DETC2012-70715
https://doi.org/10.1115/DETC2012-70715
View Paper titled, Sampling-Based RBDO Using Probabilistic Sensitivity Analysis and Virtual Support Vector Machine
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Topics: Sensitivity analysis, Support vector machines
Journal Articles

Improving Identifiability in Model Calibration Using Multiple Responses

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Paul D. Arendt, Daniel W. Apley, Wei Chen, David Lamb, David Gorsich
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Special Section: Methods For Uncertainty Characterizations In Existing Models Through Uncertainly Quantification Or Calibration
J. Mech. Des. October 2012, 134(10): 100909.
https://doi.org/10.1115/1.4007573
Published Online: September 28, 2012
View Articletitled, Improving Identifiability in Model Calibration Using Multiple Responses
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Topics: Calibration, Computers, Uncertainty
Proceedings Papers

Vehicle Concept Model Abstractions for Integrated Geometric, Inertial, Rigid Body, Powertrain, and FE Analyses

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Gary Osborne, Glen Prater, Rostyslav Lesiv, David Lamb, Matthew Castanier
Proc. ASME. IMECE2011, Volume 9: Transportation Systems; Safety Engineering, Risk Analysis and Reliability Methods; Applied Stochastic Optimization, Uncertainty and Probability, 221-231, November 11–17, 2011
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2011-63590
https://doi.org/10.1115/IMECE2011-63590
View Paper titled, Vehicle Concept Model Abstractions for Integrated Geometric, Inertial, Rigid Body, Powertrain, and FE Analyses
Open the PDF for Vehicle Concept Model Abstractions for Integrated Geometric, Inertial, Rigid Body, Powertrain, and FE Analyses in another window
Topics: Finite element analysis, Vehicles, Design, Braking, Computer-aided design, Fuel efficiency
Proceedings Papers

An Interactive Design Space Supporting Development of Vehicle Architecture Concept Models

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Gary Osborne, Glen Prater, Rostyslav Lesiv, David Lamb, Matthew Castanier
Proc. ASME. IMECE2011, Volume 9: Transportation Systems; Safety Engineering, Risk Analysis and Reliability Methods; Applied Stochastic Optimization, Uncertainty and Probability, 303-312, November 11–17, 2011
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2011-64510
https://doi.org/10.1115/IMECE2011-64510
View Paper titled, An Interactive Design Space Supporting Development of Vehicle Architecture Concept Models
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Topics: Design, Vehicles, Cycles, Optimization, Automotive engineers, Computer software, Conceptual design, Manufacturing, User interfaces
Proceedings Papers

Derivation of Rigid Body Analysis Models From Vehicle Architecture Abstractions

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Rostyslav Lesiv, Glen Prater, Gary Osborne, David Lamb, Matthew Castanier
Proc. ASME. IMECE2011, Volume 9: Transportation Systems; Safety Engineering, Risk Analysis and Reliability Methods; Applied Stochastic Optimization, Uncertainty and Probability, 233-242, November 11–17, 2011
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2011-63613
https://doi.org/10.1115/IMECE2011-63613
View Paper titled, Derivation of Rigid Body Analysis Models From Vehicle Architecture Abstractions
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Topics: Vehicles, Design, Computer software, Computer-aided design, Engines
Proceedings Papers

Enabling Computational Dynamics in Distributed Computing Environments Using a Heterogeneous Computing Template

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Toby Heyn, Andrew Seidl, Hammad Mazhar, David Lamb, Alessandro Tasora, Dan Negrut
Proc. ASME. IDETC-CIE2011, Volume 4: 8th International Conference on Multibody Systems, Nonlinear Dynamics, and Control, Parts A and B, 227-236, August 28–31, 2011
Publisher: American Society of Mechanical Engineers
Paper No: DETC2011-48347
https://doi.org/10.1115/DETC2011-48347
View Paper titled, Enabling Computational Dynamics in Distributed Computing Environments Using a Heterogeneous Computing Template
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Topics: Dynamics (Mechanics), Hardware, Graphics processing units, Army, Collisions (Physics), Discrete element methods, Fluids, Simulation, Computation, Computer software
Proceedings Papers

Adaptive Virtual Support Vector Machine for the Reliability Analysis of High-Dimensional Problems

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Hyeongjin Song, K. K. Choi, Ikjin Lee, Liang Zhao, David Lamb
Proc. ASME. IDETC-CIE2011, Volume 5: 37th Design Automation Conference, Parts A and B, 1139-1149, August 28–31, 2011
Publisher: American Society of Mechanical Engineers
Paper No: DETC2011-47538
https://doi.org/10.1115/DETC2011-47538
View Paper titled, Adaptive Virtual Support Vector Machine for the Reliability Analysis of High-Dimensional Problems
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Topics: Event history analysis, Support vector machines