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    Mach Number Correction of Rectangular Duct Criticals 

    Source: Journal of Pressure Vessel Technology:;2025:;volume( 147 ):;issue: 003:;page 34502-1
    Author(s): Bartran, Dave; Banyay, Gregory
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: The theory involved in accounting for the velocity dependence of acoustic cutoff frequencies in rectangular ducts is briefly summarized. This is followed by a comparison with reported duct critical frequencies in a flow ...
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    Mach Number Correction of Rectangular Duct Criticals 

    Source: Journal of Pressure Vessel Technology:;2025:;volume( 147 ):;issue: 003:;page 34502-1
    Author(s): Bartran, Dave; Banyay, Gregory
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: The theory involved in accounting for the velocity dependence of acoustic cutoff frequencies in rectangular ducts is briefly summarized. This is followed by a comparison with reported duct critical frequencies in a flow ...
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    Credibility Assessment of Machine Learning in a Manufacturing Process Application 

    Source: Journal of Verification, Validation and Uncertainty Quantification:;2021:;volume( 006 ):;issue: 003:;page 031007-1
    Author(s): Banyay, Gregory A.; Worrell, Clarence L.; Sidener, Scott E.; Kaizer, Joshua S.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: We present a framework for establishing credibility of a machine learning (ML) model used to predict a key process control variable setting to maximize product quality in a component manufacturing application. Our model ...
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    Mechanics Informed Neutron Noise Monitoring to Perform Remote Condition Assessment for Reactor Vessel Internals 

    Source: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg:;2022:;volume( 008 ):;issue: 004:;page 41104-1
    Author(s): Banyay; Gregory A.;Palamara; Matthew J.;Preston; Jessica N.;Smith; Stephen D.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: The use of neutron noise analysis in pressurized water reactors to detect and diagnose degradation represents the practice of pro-active structural health monitoring for reactor vessel internals. Recent enhancements to ...
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    Bayesian Optimal Sensor Placement for Damage Detection in Frequency-Domain Dynamics 

    Source: Journal of Engineering Mechanics:;2022:;Volume ( 148 ):;issue: 012:;page 04022078
    Author(s): Mark J. Chen; Kavinayan Sivakumar; Gregory A. Banyay; Brian M. Golchert; Timothy F. Walsh; Michael M. Zavlanos; Wilkins Aquino
    Publisher: ASCE
    Abstract: Identification and monitoring of structural damage have a growing importance in the maintenance of aging structures. Specifically, an optimal sensor configuration capable of fully identifying structural damage is desired. ...
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