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John K. Eaton
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Proceedings Papers

3-D Convection in 2-D Boundary Layers: First Progress Report

John K. Eaton, Debiit Mukerii, Robert J. Moffat, Keith A. Batchelder
Proc. ASME. IMECE97, Heat Transfer: Volume 3, 187-189, November 16–21, 1997
Publisher: American Society of Mechanical Engineers
Paper No: IMECE1997-0908
https://doi.org/10.1115/IMECE1997-0908
View Paper titled, 3-D Convection in 2-D Boundary Layers: First Progress Report
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Topics: Boundary layers, Convection, Gages, Wall temperature, Heat flux, Heat transfer, Temperature, Thermal diffusion
Proceedings Papers

A New Correlation for Temperature Rise Correction of Heat Flux Gages

Debjit Mukerji, John K. Eaton, Robert J. Moffat
Proc. ASME. IMECE98, Heat Transfer: Volume 5 — Numerical and Experimental Methods in Heat Transfer, 631-636, November 15–20, 1998
Publisher: American Society of Mechanical Engineers
Paper No: IMECE1998-0785
https://doi.org/10.1115/IMECE1998-0785
View Paper titled, A New Correlation for Temperature Rise Correction of Heat Flux Gages
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Topics: Gages, Heat flux, Temperature, Wall temperature, Algorithms, Boundary layer turbulence, Error analysis, Metals, Transients (Dynamics), Turbulent heat transfer
Journal Articles

Conjugate Heat Transfer Analysis Using the Discrete Green's Function

Davis W. Hoffman, John K. Eaton
Journal: ASME Journal of Heat and Mass Transfer
Publisher: ASME
Article Type: Research-Article
J. Heat Mass Transfer. March 2021, 143(3): 031401.
Paper No: HT-20-1522
https://doi.org/10.1115/1.4048992
Published Online: January 18, 2021
View Article titled, Conjugate Heat Transfer Analysis Using the Discrete Green's Function
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Topics: Boundary-value problems, Heat transfer, Steady state, Temperature, Temperature distribution, Transients (Dynamics), Heat conduction, Convection, Boundary layers, Flow (Dynamics)
Journal Articles

Experimental Analysis of a Particle Separator Design With Full-Field Three-Dimensional Measurements

Daniel D. Borup, Christopher J. Elkins, John K. Eaton
Journal: Journal of Turbomachinery
Publisher: ASME
Article Type: Research Papers
J. Turbomach. October 2020, 142(10): 101002.
Paper No: TURBO-20-1038
https://doi.org/10.1115/1.4047112
Published Online: September 11, 2020
View Article titled, Experimental Analysis of a Particle Separator Design With Full-Field Three-Dimensional Measurements
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Topics: Design, Flow (Dynamics), Particulate matter, Magnetic resonance imaging, Separation (Technology)
Journal Articles

The Discrete Green's Function for Convective Heat Transfer—Part 2: Semi-Analytical Estimates of Boundary Layer Discrete Green's Function

John K. Eaton, Pedro M. Milani
Journal: ASME Journal of Heat and Mass Transfer
Publisher: ASME
Article Type: Research-Article
J. Heat Mass Transfer. October 2020, 142(10): 102102.
Paper No: HT-20-1162
https://doi.org/10.1115/1.4047516
Published Online: July 10, 2020
View Article titled, The Discrete Green's Function for Convective Heat Transfer—Part 2: Semi-Analytical Estimates of Boundary Layer Discrete Green's Function
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Topics: Boundary layer turbulence, Boundary layers, Flow (Dynamics), Skin friction (Fluid dynamics), Heat transfer, Flat plates
Journal Articles

The Discrete Green's Function for Convective Heat Transfer—Part 1: Definition and Physical Understanding

John K. Eaton
Journal: ASME Journal of Heat and Mass Transfer
Publisher: ASME
Article Type: Research-Article
J. Heat Mass Transfer. October 2020, 142(10): 102101.
Paper No: HT-20-1161
https://doi.org/10.1115/1.4047515
Published Online: July 10, 2020
View Article titled, The Discrete Green's Function for Convective Heat Transfer—Part 1: Definition and Physical Understanding
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Topics: Boundary layers, Convection, Flat plates, Flow (Dynamics), Heat flux, Heat transfer, Temperature, Temperature distribution, Boundary-value problems, Thermal boundary layers
Journal Articles

Experimental Study of Flow Inside a Centrifugal Fan Using Magnetic Resonance Velocimetry

Davis W. Hoffman, Laura Villafañe, Christopher J. Elkins, John K. Eaton
Journal: Journal of Engineering for Gas Turbines and Power
Publisher: ASME
Article Type: Research-Article
J. Eng. Gas Turbines Power. April 2020, 142(4): 041019.
Paper No: GTP-19-1404
https://doi.org/10.1115/1.4045064
Published Online: February 10, 2020
View Article titled, Experimental Study of Flow Inside a Centrifugal Fan Using Magnetic Resonance Velocimetry
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Topics: Blades, Flow (Dynamics)
Journal Articles

Generalization of Machine-Learned Turbulent Heat Flux Models Applied to Film Cooling Flows

Pedro M. Milani, Julia Ling, John K. Eaton
Journal: Journal of Turbomachinery
Publisher: ASME
Article Type: Research Papers
J. Turbomach. January 2020, 142(1): 011007.
Paper No: TURBO-19-1234
https://doi.org/10.1115/1.4045389
Published Online: December 17, 2019
View Article titled, Generalization of Machine-Learned Turbulent Heat Flux Models Applied to Film Cooling Flows
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Topics: Film cooling, Flow (Dynamics), Heat flux, Machine learning, Prandtl number, Temperature, Turbulence, Simulation, Geometry
Proceedings Papers

Generalization of Machine-Learned Turbulent Heat Flux Models Applied to Film Cooling Flows

Pedro M. Milani, Julia Ling, John K. Eaton
Proc. ASME. GT2019, Volume 5A: Heat Transfer, V05AT12A008, June 17–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: GT2019-90498
https://doi.org/10.1115/GT2019-90498
View Paper titled, Generalization of Machine-Learned Turbulent Heat Flux Models Applied to Film Cooling Flows
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Topics: Film cooling, Flow (Dynamics), Heat flux, Machinery, Turbulence, Design, Diffusion (Physics), Engineering simulation, Heat transfer, Machine learning
Proceedings Papers

Experimental Study of Flow Inside a Centrifugal Fan Using Magnetic Resonance Velocimetry

Davis W. Hoffman, Laura Villafañe, Christopher J. Elkins, John K. Eaton
Proc. ASME. GT2019, Volume 1: Aircraft Engine; Fans and Blowers; Marine; Honors and Awards, V001T09A002, June 17–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: GT2019-90555
https://doi.org/10.1115/GT2019-90555
View Paper titled, Experimental Study of Flow Inside a Centrifugal Fan Using Magnetic Resonance Velocimetry
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Topics: Flow (Dynamics), Magnetic resonance, Blades, Reynolds number, Data acquisition, Fans, HVAC equipment, Separation (Technology), Suction, Vortices
Proceedings Papers

Compound Angle Effects on Shaped Hole Film Cooling

Ian E. Gunady, Daniel D. Borup, Andrew J. Banko, Christopher J. Elkins, John K. Eaton
Proc. ASME. GT2019, Volume 5B: Heat Transfer, V05BT19A006, June 17–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: GT2019-90399
https://doi.org/10.1115/GT2019-90399
View Paper titled, Compound Angle Effects on Shaped Hole Film Cooling
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Topics: Film cooling, Diffusers, Flow (Dynamics), Blades, Bubbles, Fluids, Magnetic resonance, Separation (Technology), Trajectories (Physics), Turbulence
Proceedings Papers

Experimental Analysis of a Particle Separator Design With Full-Field 3D Measurements

Daniel D. Borup, Christopher J. Elkins, John K. Eaton
Proc. ASME. GT2019, Volume 2D: Turbomachinery, V02DT47A004, June 17–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: GT2019-90400
https://doi.org/10.1115/GT2019-90400
View Paper titled, Experimental Analysis of a Particle Separator Design With Full-Field 3D Measurements
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Topics: Design, Experimental analysis, Particulate matter, Flow (Dynamics), Magnetic resonance imaging, Cooling, Additive manufacturing, Combustion chambers, Damage, Dust
Journal Articles

Experimental Study of Periodic Free Stream Unsteadiness Effects on Discrete Hole Film Cooling in Two Geometries

Daniel D. Borup, Danyang Fan, Christopher J. Elkins, John K. Eaton
Journal: Journal of Turbomachinery
Publisher: ASME
Article Type: Research-Article
J. Turbomach. June 2019, 141(6): 061006.
Paper No: TURBO-18-1284
https://doi.org/10.1115/1.4041866
Published Online: January 21, 2019
View Article titled, Experimental Study of Periodic Free Stream Unsteadiness Effects on Discrete Hole Film Cooling in Two Geometries
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Topics: Coolants, Film cooling, Flow (Dynamics), Fluctuations (Physics), Cycles
Journal Articles

Physical Interpretation of Machine Learning Models Applied to Film Cooling Flows

Pedro M. Milani, Julia Ling, John K. Eaton
Journal: Journal of Turbomachinery
Publisher: ASME
Article Type: Research-Article
J. Turbomach. January 2019, 141(1): 011004.
Paper No: TURBO-18-1209
https://doi.org/10.1115/1.4041291
Published Online: October 17, 2018
View Article titled, Physical Interpretation of Machine Learning Models Applied to Film Cooling Flows
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Topics: Film cooling, Flow (Dynamics), Machine learning, Reynolds-averaged Navier–Stokes equations, Scalars, Turbulence, Simulation, Geometry, Algorithms
Proceedings Papers

Physical Interpretation of Machine Learning Models Applied to Film Cooling Flows

Pedro M. Milani, Julia Ling, John K. Eaton
Proc. ASME. GT2018, Volume 5A: Heat Transfer, V05AT12A019, June 11–15, 2018
Publisher: American Society of Mechanical Engineers
Paper No: GT2018-76927
https://doi.org/10.1115/GT2018-76927
View Paper titled, Physical Interpretation of Machine Learning Models Applied to Film Cooling Flows
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Topics: Film cooling, Flow (Dynamics), Machine learning, Turbulence, Diffusion (Physics), Eddies (Fluid dynamics), Heat flux, Temperature distribution, Viscosity
Proceedings Papers

Experimental Study of Periodic Free Stream Unsteadiness Effects on Discrete Hole Film Cooling in Two Geometries

Daniel D. Borup, Danyang Fan, Christopher J. Elkins, John K. Eaton
Proc. ASME. GT2018, Volume 5C: Heat Transfer, V05CT19A014, June 11–15, 2018
Publisher: American Society of Mechanical Engineers
Paper No: GT2018-75836
https://doi.org/10.1115/GT2018-75836
View Paper titled, Experimental Study of Periodic Free Stream Unsteadiness Effects on Discrete Hole Film Cooling in Two Geometries
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Topics: Film cooling, Flow (Dynamics), Coolants, Bubbles, Magnetic resonance imaging, Reynolds number, Turbine blades, Airfoils, Combustion gases, Computational fluid dynamics
Journal Articles

A Machine Learning Approach for Determining the Turbulent Diffusivity in Film Cooling Flows

Pedro M. Milani, Julia Ling, Gonzalo Saez-Mischlich, Julien Bodart, John K. Eaton
Journal: Journal of Turbomachinery
Publisher: ASME
Article Type: Research-Article
J. Turbomach. February 2018, 140(2): 021006.
Paper No: TURBO-17-1132
https://doi.org/10.1115/1.4038275
Published Online: December 6, 2017
View Article titled, A Machine Learning Approach for Determining the Turbulent Diffusivity in Film Cooling Flows
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Topics: Algorithms, Film cooling, Machine learning, Reynolds-averaged Navier–Stokes equations, Turbulence, Flow (Dynamics), Temperature, Simulation, Scalars
Proceedings Papers

Transport of Microparticles in a Turbulated Serpentine Passage

Daniel D. Borup, Christopher J. Elkins, John K. Eaton
Proc. ASME. GT2017, Volume 5A: Heat Transfer, V05AT16A005, June 26–30, 2017
Publisher: American Society of Mechanical Engineers
Paper No: GT2017-63491
https://doi.org/10.1115/GT2017-63491
View Paper titled, Transport of Microparticles in a Turbulated Serpentine Passage
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Topics: Computational fluid dynamics, Cooling systems, Design, Dust, Engineering simulation, Flow (Dynamics), Magnetic resonance imaging, Microparticles, Particulate matter, Simulation
Proceedings Papers

Pitfalls of Fan-Shaped Hole Design: Insights From Experimental Measurement of In-Hole Flow Through MRV

Emin Issakhanian, Christopher J. Elkins, John K. Eaton
Proc. ASME. GT2017, Volume 5C: Heat Transfer, V05CT19A008, June 26–30, 2017
Publisher: American Society of Mechanical Engineers
Paper No: GT2017-63679
https://doi.org/10.1115/GT2017-63679
View Paper titled, Pitfalls of Fan-Shaped Hole Design: Insights From Experimental Measurement of In-Hole Flow Through MRV
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Topics: Design, Flow (Dynamics), Cooling, Film cooling, Coolants, Diffusers, Jets, Magnetic resonance, Modeling, Resolution (Optics)
Proceedings Papers

A Machine Learning Approach for Determining the Turbulent Diffusivity in Film Cooling Flows

Pedro M. Milani, Julia Ling, Gonzalo Saez-Mischlich, Julien Bodart, John K. Eaton
Proc. ASME. GT2017, Volume 5A: Heat Transfer, V05AT12A002, June 26–30, 2017
Publisher: American Society of Mechanical Engineers
Paper No: GT2017-63299
https://doi.org/10.1115/GT2017-63299
View Paper titled, A Machine Learning Approach for Determining the Turbulent Diffusivity in Film Cooling Flows
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Topics: Film cooling, Flow (Dynamics), Machine learning, Turbulence, Reynolds-averaged Navier–Stokes equations, Algorithms, Diffusion (Physics), Heat flux, Modeling, Temperature