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Arman Mirhashemi
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Journal Articles

Application of Machine Learning Techniques in Calibration and Data Reduction of Multihole Probes

Arman Mirhashemi, Paht Juangphanich, Kenji Miki
Journal: Journal of Turbomachinery
Publisher: ASME
Article Type: Research Papers
J. Turbomach. July 2025, 147(7): 071011.
Paper No: TURBO-24-1179
https://doi.org/10.1115/1.4067123
Published Online: December 16, 2024
View Article titled, Application of Machine Learning Techniques in Calibration and Data Reduction of Multihole Probes
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Topics: Algorithms, Artificial neural networks, Calibration, Flow (Dynamics), Mach number, Machine learning, Pressure, Probes, Uncertainty
Proceedings Papers

Characterization of the Upgraded NASA GRC Single Stage Axial Compressor and Fan Facility

Julia E. Stephens, Barbara Lucci, Arman Mirhashemi
Proc. ASME. GT2024, Volume 1: Aircraft Engine, V001T01A064, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-129439
https://doi.org/10.1115/GT2024-129439
View Paper titled, Characterization of the Upgraded NASA GRC Single Stage Axial Compressor and Fan Facility
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Topics: Compressors, NASA, Pressure, Fans, Testing, Aircraft engines, Aviation, Boundary layers, Emissions, Flow (Dynamics)
Proceedings Papers

Application of Machine Learning Techniques in Calibration and Data Reduction of Multi-Hole Probes

Arman Mirhashemi, Paht Juangphanich, Kenji Miki
Proc. ASME. GT2024, Volume 4: Controls, Diagnostics, and Instrumentation, V004T05A044, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-128955
https://doi.org/10.1115/GT2024-128955
View Paper titled, Application of Machine Learning Techniques in Calibration and Data Reduction of Multi-Hole Probes
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Topics: Calibration, Machine learning, Probes, Artificial neural networks, Flow (Dynamics), Algorithms, Pressure, Pressure measurement, Surface fitting, Uncertainty
Proceedings Papers

Preliminary Study of Heat Pipe Turbine Vane Cooling in the NASA N+3 Reference Engine

Ezra O. McNichols, Scott M. Jones, Arman Mirhashemi, Paht Juangphanich, Vikram Shyam
Proc. ASME. GT2021, Volume 5B: Heat Transfer — General Interest; Internal Air Systems; Internal Cooling, V05BT13A009, June 7–11, 2021
Publisher: American Society of Mechanical Engineers
Paper No: GT2021-59352
https://doi.org/10.1115/GT2021-59352
View Paper titled, Preliminary Study of Heat Pipe Turbine Vane Cooling in the NASA N+3 Reference Engine
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Topics: Cooling, Engines, Heat pipes, NASA, Turbines
Proceedings Papers

Redistribution of Total Temperature Through an Annular Turbine Nozzle Cascade

Joshua Szczudlak, Sara Rostami, Arman Mirhashemi, Scott Morris, Greg Sluyter, Kirk Gallier, Greg Laskowski, Jon Slepski
Proc. ASME. GT2018, Volume 2B: Turbomachinery, V02BT41A033, June 11–15, 2018
Publisher: American Society of Mechanical Engineers
Paper No: GT2018-77281
https://doi.org/10.1115/GT2018-77281
View Paper titled, Redistribution of Total Temperature Through an Annular Turbine Nozzle Cascade
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Topics: Cascades (Fluid dynamics), Nozzles, Temperature, Turbines, Flow (Dynamics), Pressure, Turbulence, Blades, Combustion chambers, Engineering simulation