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Journal Articles

Bayesian Optimization of Equilibrium States in Elastomeric Beams

David Yoo, Nathan Hertlein, Vincent W. Chen, Carson L. Willey, Andrew Gillman, Abigail Juhl, Sam Anand, Kumar Vemaganti, Philip R. Buskohl
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2021, 143(11): 111702.
Paper No: MD-20-1754
https://doi.org/10.1115/1.4050743
Published Online: May 28, 2021
View Article titled, Bayesian Optimization of Equilibrium States in Elastomeric Beams
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Topics: Design, Displacement, Optimization, Fourier series, Equilibrium (Physics)
Includes: Supplementary data
Proceedings Papers

Bayesian Optimization of Target Buckling Shapes in Constrained Elastomeric Beams With Geometric Uncertainty

Nathan Hertlein, David Yoo, Philip R. Buskohl, Kumar Vemaganti, Sam Anand
Proc. ASME. IDETC-CIE2020, Volume 11A: 46th Design Automation Conference (DAC), V11AT11A058, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22608
https://doi.org/10.1115/DETC2020-22608
View Paper titled, Bayesian Optimization of Target Buckling Shapes in Constrained Elastomeric Beams With Geometric Uncertainty
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Topics: Additive manufacturing, Buckling, Design, Optimization, Shapes, Uncertainty
Proceedings Papers

Bayesian Optimization of Equilibrium States in Elastomeric Beams

David Yoo, Carson Wiley, Andrew Gillman, Vincent Chen, Abigail Juhl, Philip Buskohl
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A065, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-98105
https://doi.org/10.1115/DETC2019-98105
View Paper titled, Bayesian Optimization of Equilibrium States in Elastomeric Beams
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Topics: Elastomers, Equilibrium (Physics), Finite element analysis, Optimization, Resonance
Proceedings Papers

Vibration-Based Structural Damage Identification Under Interval Uncertainty

David Yoo, Jiong Tang
Proc. ASME. DSCC2016, Volume 1: Advances in Control Design Methods, Nonlinear and Optimal Control, Robotics, and Wind Energy Systems; Aerospace Applications; Assistive and Rehabilitation Robotics; Assistive Robotics; Battery and Oil and Gas Systems; Bioengineering Applications; Biomedical and Neural Systems Modeling, Diagnostics and Healthcare; Control and Monitoring of Vibratory Systems; Diagnostics and Detection; Energy Harvesting; Estimation and Identification; Fuel Cells/Energy Storage; Intelligent Transportation, V001T11A005, October 12–14, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DSCC2016-9874
https://doi.org/10.1115/DSCC2016-9874
View Paper titled, Vibration-Based Structural Damage Identification Under Interval Uncertainty
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Topics: Damage, Uncertainty, Vibration, Algorithms, Mechanical structures
Proceedings Papers

Optimal Design of Intentional Mistuning for a Bladed Disk With Interval Uncertainty

David Yoo, Jiong Tang
Proc. ASME. IDETC-CIE2015, Volume 8: 27th Conference on Mechanical Vibration and Noise, V008T13A017, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-47690
https://doi.org/10.1115/DETC2015-47690
View Paper titled, Optimal Design of Intentional Mistuning for a Bladed Disk With Interval Uncertainty
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Topics: Design, Disks, Uncertainty, Blades, Failure, Optimization, Probability, Reliability, Couplings, Eigenvalues
Proceedings Papers

Sampling-Based Approach for Design Optimization in the Presence of Interval Variables

David Yoo, Ikjin Lee
Proc. ASME. IDETC-CIE2013, Volume 3B: 39th Design Automation Conference, V03BT03A055, August 4–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: DETC2013-13151
https://doi.org/10.1115/DETC2013-13151
View Paper titled, Sampling-Based Approach for Design Optimization in the Presence of Interval Variables
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Topics: Design, Optimization, Simulation, Failure, Probability, Approximation, Event history analysis
Proceedings Papers

A Novel Second-Order Reliability Method (SORM) Using Non-Central or Generalized Chi-Squared Distributions

Ikjin Lee, David Yoo, Yoojeong Noh
Proc. ASME. IDETC-CIE2012, Volume 3: 38th Design Automation Conference, Parts A and B, 1113-1124, August 12–15, 2012
Publisher: American Society of Mechanical Engineers
Paper No: DETC2012-70276
https://doi.org/10.1115/DETC2012-70276
View Paper titled, A Novel Second-Order Reliability Method (SORM) Using Non-Central or Generalized Chi-Squared Distributions
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Topics: Event history analysis, Reliability
Journal Articles

A Novel Second-Order Reliability Method (SORM) Using Noncentral or Generalized Chi-Squared Distributions

Ikjin Lee, Yoojeong Noh, David Yoo
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Special Section: Methods For Uncertainty Computing Either Uncertainty Propagation Or Optimization Under Uncertainty
J. Mech. Des. October 2012, 134(10): 100912.
https://doi.org/10.1115/1.4007391
Published Online: September 28, 2012
View Article titled, A Novel Second-Order Reliability Method (SORM) Using Noncentral or Generalized Chi-Squared Distributions
Open the PDF for A Novel Second-Order Reliability Method (SORM) Using Noncentral or Generalized Chi-Squared Distributions in another window
Topics: Approximation, Errors, Failure, Probability, Reliability, Event history analysis