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    Unsteady Loss Mechanisms in Low-Pressure Turbines With Diverging End-Walls Studied Via High-Fidelity Simulation 

    Source: Journal of Turbomachinery:;2024:;volume( 147 ):;issue: 004:;page 41018-1
    Author(s): Rosenzweig, Marco; Kozul, Melissa; Sandberg, Richard D.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: High-fidelity simulations are used to conduct controlled numerical experiments to investigate the effect of periodically incoming wakes on profile and three-dimensional loss mechanisms. The present work considers the ...
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    Data Assimilation of Transitional and Separated Turbomachinery Flows With Physics-Informed Neural Networks 

    Source: Journal of Turbomachinery:;2025:;volume( 147 ):;issue: 011:;page 111011-1
    Author(s): Hanrahan, Sean K.; Kozul, Melissa; Sandberg, Richard D.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Despite the demonstrated utility of Reynolds-averaged Navier–Stokes (RANS) calculations for many industrially relevant problems, the method yields unsatisfactory representations of many flows of engineering interest, such ...
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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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    Direct Numerical Simulation of Transitional and Turbulent Flows Over Multi-Scale Surface Roughness—Part II: The Effect of Roughness on the Performance of a High-Pressure Turbine Blade 

    Source: Journal of Turbomachinery:;2023:;volume( 146 ):;issue: 003:;page 31009-1
    Author(s): Nardini, Massimiliano; Jelly, Thomas O.; Kozul, Melissa; Sandberg, Richard D.; Vitt, Paul; Sluyter, Greg
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Turbine blades generally present surface roughness introduced in the manufacturing process or caused by in-service degradation, which can have a significant impact on aero-thermal performance. A better understanding of the ...
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    Effects of Riblet Dimensions on the Transitional Boundary Layers Over High-Lift Turbine Blades 

    Source: Journal of Turbomachinery:;2023:;volume( 146 ):;issue: 003:;page 31012-1
    Author(s): Ananth, S. M.; Nardini, Massimiliano; Vaid, Aditya; Kozul, Melissa; Rao Vadlamani, Nagabhushana; Sandberg, Richard D.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Substantial research exists in the literature on reducing the profile loss of transitional boundary layers over low-pressure turbine (LPT) blades via different mechanisms such as freestream turbulence, upstream wakes, and ...
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    Performance of Rough-Ribbed Low-Pressure Turbine Blades Under Varying Loading and Operating Conditions 

    Source: Journal of Turbomachinery:;2024:;volume( 147 ):;issue: 004:;page 41011-1
    Author(s): Ananth, S. M.; Nardini, Massimiliano; Kozul, Melissa; Vadlamani, Nagabhushana Rao; Sandberg, Richard D.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Recent research has demonstrated the effectiveness of riblets (streamwise aligned grooves) in reducing the profile loss of low-pressure turbine (LPT) blades under high-lift (HL) loading. In this research, we pursue the ...
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    Direct Numerical Simulation of Transitional and Turbulent Flows Over Multi-Scale Surface Roughness—Part I: Methodology and Challenges 

    Source: Journal of Turbomachinery:;2023:;volume( 146 ):;issue: 003:;page 31008-1
    Author(s): Nardini, Massimiliano; Kozul, Melissa; Jelly, Thomas O.; Sandberg, Richard D.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: High-fidelity simulation of transitional and turbulent flows over multi-scale surface roughness presents several challenges. For instance, the complex and irregular geometrical nature of surface roughness makes it impractical ...
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