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Journal Articles

Stochastic Crashworthiness Optimization Accounting for Simulation Noise

Seyed Saeed Ahmadisoleymani, Samy Missoum

J. Mech. Des. May 2022, 144(5): 051701.

Paper No: MD-21-1123

DOI: https://doi.org/10.1115/1.4052903

Published Online: December 6, 2021

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Topics: Crashworthiness, Design, Noise (Sound), Optimization, Simulation, Uncertainty, Optimization algorithms

Journal Articles

Entropy-Based Optimization for Heat Transfer Enhancement in Tubes With Helical Fins

Bharath Pidaparthi, Peiwen Li, Samy Missoum

J. Heat Transfer. January 2022, 144(1): 012001.

Paper No: HT-21-1179

DOI: https://doi.org/10.1115/1.4052582

Published Online: November 8, 2021

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Topics: Entropy, Heat transfer, Optimization, Fins

Proceedings Papers

Crashworthiness Optimization Based on the Probability of Traumatic Brain Injury Accounting for Simulation Noise and Impact Conditions

Seyed Saeed Ahmadisoleymani, Samy Missoum

Proc. ASME. IMECE2020, Volume 14: Safety Engineering, Risk, and Reliability Analysis, V014T14A013, November 16–19, 2020

Paper No: IMECE2020-24068

DOI: https://doi.org/10.1115/IMECE2020-24068

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Topics: Accounting, Crashworthiness, Noise (Sound), Optimization, Probability, Simulation, Traumatic brain injury, Uncertainty, Wounds, Airbags

Proceedings Papers

Stochastic Optimization of a Horizontal-Axis Composite Wind Turbine Blade

Mishal Thapa, Samy Missoum

Proc. ASME. IMECE2020, Volume 14: Safety Engineering, Risk, and Reliability Analysis, V014T14A026, November 16–19, 2020

Paper No: IMECE2020-24004

DOI: https://doi.org/10.1115/IMECE2020-24004

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Topics: Blades, Composite materials, Optimization, Wind turbines, Energy generation, Uncertainty, Chaos, Design, Materials properties, Modeling

Proceedings Papers

A Multi-Fidelity Approach for the Reliability Assessment of Shell and Tube Heat Exchangers

Bharath Pidaparthi, Samy Missoum, Peiwen Li

Proc. ASME. IMECE2020, Volume 14: Safety Engineering, Risk, and Reliability Analysis, V014T14A027, November 16–19, 2020

Paper No: IMECE2020-24164

DOI: https://doi.org/10.1115/IMECE2020-24164

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Topics: Heat exchangers, Reliability, Shells, Event history analysis, Failure, Support vector machines, Engineering simulation, Flow (Dynamics), Simulation

Proceedings Papers

Entropy-Based Optimization of Helical Fins for Heat Transfer Enhancement Inside Tubes

Bharath Pidaparthi, Peiwen Li, Samy Missoum

Proc. ASME. IMECE2020, Volume 11: Heat Transfer and Thermal Engineering, V011T11A046, November 16–19, 2020

Paper No: IMECE2020-24025

DOI: https://doi.org/10.1115/IMECE2020-24025

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Topics: Entropy, Fins, Heat transfer, Optimization, Design, Pareto optimization, Pressure drop

Proceedings Papers

Stochastic Kriging for Crashworthiness Optimization Accounting for Simulation Noise

Seyed Saeed Ahmadisoleymani, Samy Missoum

Proc. ASME. IDETC-CIE2020, Volume 11B: 46th Design Automation Conference (DAC), V11BT11A021, August 17–19, 2020

Paper No: DETC2020-22532

DOI: https://doi.org/10.1115/DETC2020-22532

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Topics: Accounting, Crashworthiness, Noise (Sound), Optimization, Simulation, Vehicles, Algorithms, Approximation, Optimization algorithms, Restraint systems

Journal Articles

Special Issue: Machine Learning for Engineering Design

Jitesh H. Panchal, Mark Fuge, Ying Liu, Samy Missoum, Conrad Tucker

J. Mech. Des. November 2019, 141(11): 110301.

Paper No: MD-19-1579

DOI: https://doi.org/10.1115/1.4044690

Published Online: October 18, 2019

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Topics: Design, Engineering design, Machine learning, Optimization

Proceedings Papers

Risk Prediction of Traumatic Brain Injury From Car Accidents

Seyed Saeed Ahmadisoleymani, Samy Missoum

Proc. ASME. IMECE2017, Volume 3: Biomedical and Biotechnology Engineering, V003T04A037, November 3–9, 2017

Paper No: IMECE2017-70624

DOI: https://doi.org/10.1115/IMECE2017-70624

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Topics: Risk, Traffic accidents, Traumatic brain injury, Engineering simulation, Simulation, Probability, Brain, Uncertainty, Wounds, Damage

Proceedings Papers

Stochastic Optimization of Nonlinear Energy Sinks Using Resonance-Based Clustering

Ethan Boroson, Samy Missoum

Proc. ASME. IMECE2016, Volume 4B: Dynamics, Vibration, and Control, V04BT05A060, November 11–17, 2016

Paper No: IMECE2016-67115

DOI: https://doi.org/10.1115/IMECE2016-67115

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Topics: Optimization, Resonance, Design, Uncertainty, Dampers, Energy dissipation, Stiffness, Support vector machines, Transients (Dynamics), Vibration

Journal Articles

Special Issue: Simulation-Based Design Under Uncertainty

Mian Li, Sankaran Mahadevan, Samy Missoum, Zissimos P. Mourelatos

J. Mech. Des. November 2016, 138(11): 110301.

Paper No: MD-16-1540

DOI: https://doi.org/10.1115/1.4034536

Published Online: September 16, 2016

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Topics: Design, Design under uncertainty, Reliability, Simulation, Uncertainty, Optimization

Journal Articles

Reliability Analysis in the Presence of Aleatory and Epistemic Uncertainties, Application to the Prediction of a Launch Vehicle Fallout Zone

Loïc Brevault, Sylvain Lacaze, Mathieu Balesdent, Samy Missoum

J. Mech. Des. November 2016, 138(11): 111401.

Paper No: MD-16-1123

DOI: https://doi.org/10.1115/1.4034106

Published Online: September 12, 2016

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Topics: Event history analysis, Failure, Probability, Simulation, Uncertainty, Vehicles, Optimization, Ceramic matrix composites, Experimental design

Proceedings Papers

A Generalized “Max-Min” Sample for Reliability Assessment With Dependent Variables

Sylvain Lacaze, Samy Missoum

Proc. ASME. IDETC-CIE2014, Volume 1A: 34th Computers and Information in Engineering Conference, V01AT02A039, August 17–20, 2014

Paper No: DETC2014-34051

DOI: https://doi.org/10.1115/DETC2014-34051

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Topics: Reliability, Probability, Failure, Density, Approximation, Design, Errors, Space, Support vector machines, Uncertainty

Proceedings Papers

Optimization Under Uncertainty of Nonlinear Energy Sinks

Ethan Boroson, Samy Missoum, Pierre-Olivier Mattei, Christophe Vergez

Proc. ASME. IDETC-CIE2014, Volume 8: 26th Conference on Mechanical Vibration and Noise, V008T11A084, August 17–20, 2014

Paper No: DETC2014-34238

DOI: https://doi.org/10.1115/DETC2014-34238

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Topics: Optimization, Uncertainty, Design, Energy transformation, Support vector machines, Vibration

Proceedings Papers

Towards the Prediction and Minimization of Device Failure for Endolvascular Grafts in Abdominal Aortic Aneurysms

Ron Layman, Samy Missoum, Jonathan Vande Geest

Proc. ASME. SBC2007, ASME 2007 Summer Bioengineering Conference, 395-396, June 20–24, 2007

Paper No: SBC2007-176526

DOI: https://doi.org/10.1115/SBC2007-176526

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Topics: Aneurysms, Failure, Aorta, Cavities, Maintenance, Rupture, Surgery

Proceedings Papers

Estimation of Probability of Failure With Dependent Variables Using Copulas and Support Vector Machines

Peng Jiang, Samy Missoum

Proc. ASME. IDETC-CIE2013, Volume 8: 22nd Reliability, Stress Analysis, and Failure Prevention Conference; 25th Conference on Mechanical Vibration and Noise, V008T12A007, August 4–7, 2013

Paper No: DETC2013-13383

DOI: https://doi.org/10.1115/DETC2013-13383

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Topics: Failure, Probability, Support vector machines, Construction, Isotropy

Proceedings Papers

A Fully Parameterized Finite Element Model of a Grand Piano Soundboard for Sensitivity Analysis of the Dynamic Behavior

Fatma Mokdad, Samy Missoum

Proc. ASME. IDETC-CIE2013, Volume 8: 22nd Reliability, Stress Analysis, and Failure Prevention Conference; 25th Conference on Mechanical Vibration and Noise, V008T13A072, August 4–7, 2013

Paper No: DETC2013-13193

DOI: https://doi.org/10.1115/DETC2013-13193

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Topics: Finite element model, Sensitivity analysis

Proceedings Papers

Explicit Maps of Acoustic Regimes of a Wind Instrument

Samy Missoum, Christophe Vergez

Proc. ASME. IDETC-CIE2013, Volume 8: 22nd Reliability, Stress Analysis, and Failure Prevention Conference; 25th Conference on Mechanical Vibration and Noise, V008T13A097, August 4–7, 2013

Paper No: DETC2013-12644

DOI: https://doi.org/10.1115/DETC2013-12644

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Topics: Acoustics, Instrumentation, Wind, Design, Oscillations, Support vector machines

Journal Articles

Reliability-Based Optimal Design and Tolerancing for Multibody Systems Using Explicit Design Space Decomposition

Henry Arenbeck, Samy Missoum, Anirban Basudhar, Parviz Nikravesh

J. Mech. Des. February 2010, 132(2): 021010.

DOI: https://doi.org/10.1115/1.4000760

Published Online: February 9, 2010

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Topics: Design, Failure, Multibody systems, Optimization, Probability, Reliability, Simulation, Support vector machines, Stress, Reliability-based optimization

Proceedings Papers

Simulation Based Optimal Tolerancing for Multibody Systems

Henry Arenbeck, Samy Missoum, Anirban Basudhar, Parviz E. Nikravesh

Proc. ASME. IDETC-CIE2007, Volume 4: ASME/IEEE International Conference on Mechatronic and Embedded Systems and Applications and the 19th Reliability, Stress Analysis, and Failure Prevention Conference, 483-495, September 4–7, 2007

Paper No: DETC2007-35706

DOI: https://doi.org/10.1115/DETC2007-35706

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Topics: Multibody systems, Simulation, Design, Failure, Probability, Support vector machines, Experimental design, Manufacturing, Optimization, Reliability-based optimization

Journal citation

NARROW

Stochastic Crashworthiness Optimization Accounting for Simulation Noise

Entropy-Based Optimization for Heat Transfer Enhancement in Tubes With Helical Fins

Crashworthiness Optimization Based on the Probability of Traumatic Brain Injury Accounting for Simulation Noise and Impact Conditions

Stochastic Optimization of a Horizontal-Axis Composite Wind Turbine Blade

A Multi-Fidelity Approach for the Reliability Assessment of Shell and Tube Heat Exchangers

Entropy-Based Optimization of Helical Fins for Heat Transfer Enhancement Inside Tubes

Stochastic Kriging for Crashworthiness Optimization Accounting for Simulation Noise

Special Issue: Machine Learning for Engineering Design

Risk Prediction of Traumatic Brain Injury From Car Accidents

Stochastic Optimization of Nonlinear Energy Sinks Using Resonance-Based Clustering

Special Issue: Simulation-Based Design Under Uncertainty

Reliability Analysis in the Presence of Aleatory and Epistemic Uncertainties, Application to the Prediction of a Launch Vehicle Fallout Zone

A Generalized “Max-Min” Sample for Reliability Assessment With Dependent Variables

Optimization Under Uncertainty of Nonlinear Energy Sinks

Towards the Prediction and Minimization of Device Failure for Endolvascular Grafts in Abdominal Aortic Aneurysms

Estimation of Probability of Failure With Dependent Variables Using Copulas and Support Vector Machines

A Fully Parameterized Finite Element Model of a Grand Piano Soundboard for Sensitivity Analysis of the Dynamic Behavior

Explicit Maps of Acoustic Regimes of a Wind Instrument

Reliability-Based Optimal Design and Tolerancing for Multibody Systems Using Explicit Design Space Decomposition

Simulation Based Optimal Tolerancing for Multibody Systems

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