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    Accurate Prediction of Loss Using High Fidelity Methods 

    Source: Journal of Turbomachinery:;2021:;volume( 143 ):;issue: 003:;page 031008-1
    Author(s): Przytarski, Pawel J.; Wheeler, Andrew P. S.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Further improvements in aero-engine efficiencies require accurate prediction of flow physics and incurred loss. Currently, the computational requirements for capturing these are not known leading to inconsistent loss ...
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    The Impact of Inflow Unsteadiness on Loss Prediction 

    Source: Journal of Turbomachinery:;2024:;volume( 147 ):;issue: 004:;page 41014-1
    Author(s): Przytarski, Pawel J.; Lengani, Davide; Sandberg, Richard
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Stagnation pressure loss coefficient is still the most commonly used loss metric for performance evaluation and is routinely used to validate simulations. This is because it is easy to measure and readily available from ...
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    Optimal Riblets Applied to Gas Turbine Compressor Blades Studied via Direct Numerical Simulation (GT2024–122305) 

    Source: Journal of Turbomachinery:;2025:;volume( 147 ):;issue: 008:;page 81020-1
    Author(s): Kozul, Melissa; Nardini, Massimiliano; Przytarski, Pawel J.; Solomon, William; Shabbir, Aamir; Sandberg, Richard D.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Streamwise micro-groove surfaces (“riblets”) are well known as a passive surface treatment to reduce drag, which may assist in increasing overall gas turbine efficiency. The first direct numerical simulation of micro-scaled ...
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    Importance of Nonequilibrium Modeling for Compressors 

    Source: Journal of Turbomachinery:;2023:;volume( 145 ):;issue: 004:;page 41017-1
    Author(s): Spencer, Robert; Przytarski, Pawel; Adami, Paolo; Grothe, Patrick; Wheeler, Andrew
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: This paper investigates the importance of nonequilibrium boundary-layer modeling for three compressor blade geometries, using RANS and high-fidelity simulations. We find that capturing nonequilibrium effects in RANS is ...
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    The Effect of Gapping on Compressor Performance 

    Source: Journal of Turbomachinery:;2020:;volume( 142 ):;issue: 012:;page 0121006-1
    Author(s): Przytarski, Pawel J.; Wheeler, Andrew P. S.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: In this paper, we study the effect of rotor-stator axial gap on midspan compressor loss using high-fidelity scale-resolving simulations. For this purpose, we mimic the multi-stage environment using a new numerical method ...
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    The Role of Turbulence Transport in Mechanical Energy Budgets 

    Source: Journal of Turbomachinery:;2024:;volume( 146 ):;issue: 010:;page 101008-1
    Author(s): Przytarski, Pawel J.; Lengani, Davide; Simoni, Daniele; Wheeler, Andrew P. S.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: In this article, we study the role of turbulence transport on loss prediction using high fidelity scale-resolving simulations. For this purpose, we use eight high-fidelity simulation datasets and compute flux of entropy ...
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