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    Integrating CFD and Machine Learning for Efficient Thermo-Hydraulic Design Optimization of Roughened Triangular Solar Air Heaters 

    Source: Journal of Thermal Science and Engineering Applications:;2026:;volume( 018 ):;issue:009
    Author(s): Gugulothu, S. K.; Barmavatu, Praveen
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Abstract. A hybrid numerical data-driven framework is proposed to evaluate and optimize the thermohydraulic performance of a roughened rounded corner triangular duct solar air heater. High-fidelity flow and heat transfer ...
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    Optimization of Phase Change Material/Nano-Additive Heat Exchangers With Innovative Tree-Shaped Fin Designs for Enhanced Thermal Storage 

    Source: Journal of Energy Resources Technology, Part A: Sustainable and Renewable Energy:;2025:;volume( 001 ):;issue: 004:;page 41706-1
    Author(s): Shaik, Subhan Ali; Nigam, Praveen Kumar; Gugulothu, S. K.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: The use of phase change materials (PCMs) has gained prominence due to their exceptional thermal energy storage capabilities, aiding in CO2 emission reduction and promoting sustainable energy. This study investigates the ...
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    Optimization of Phase Change Material/Nano-Additive Heat Exchangers With Innovative Tree-Shaped Fin Designs for Enhanced Thermal Storage 

    Source: Journal of Energy Resources Technology, Part A: Sustainable and Renewable Energy:;2025:;volume( 001 ):;issue: 004:;page 41706-1
    Author(s): Shaik, Subhan Ali; Nigam, Praveen Kumar; Gugulothu, S. K.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: The use of phase change materials (PCMs) has gained prominence due to their exceptional thermal energy storage capabilities, aiding in CO2 emission reduction and promoting sustainable energy. This study investigates the ...
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    Numerical Prognosis of Buoyancy-Augmented Thermofluidic Behavior in Angulated Solar Channels Employing Al2O3-Based Nano Dispersions 

    Source: Journal of Solar Energy Engineering:;2026:;volume( 148 ):;issue:001:;page 835
    Author(s): Bhasker, Burra; Gugulothu, S. K.; Muthyala, Raju; Sailaja, G.; Barmavatu, Praveen
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Abstract. The advancement of thermal management technologies necessitates improved heat transfer performance, particularly in low-Reynolds-number flow regimes. This study presents a comprehensive three-dimensional numerical ...
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    Multiparametric Optimization of Phase Change Material–Nanofluid Enhanced Microchannel Geometry Heat Sinks With Segmented Cavities and Trapezoidal Flow Domains 

    Source: Journal of Thermal Science and Engineering Applications:;2026:;volume( 018 ):;issue:001
    Author(s): Kandula, Jagadeshwar; Gugulothu, S. K.; Muthyala, Raju; Sailaja, G.; Prasanna Kumar, G.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Abstract. The escalating demand for efficient thermal management in high-performance electronics necessitates advanced heat dissipation strategies beyond conventional cooling. This study presents a three-dimensional numerical ...
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    Numerical Characterization and Optimization of Hybrid Battery Thermal Management System Integrating With Nano-PCM and Passive and Active Cooling Synergies Under Variable Discharge Rates 

    Source: Journal of Thermal Science and Engineering Applications:;2026:;volume( 018 ):;issue:001
    Author(s): Shehabaz, S. MD; Gugulothu, S. K.; Muthyala, Raju; Vishnu, Pemmanaboyina; Buliraju, Peketi; Sailaja, G.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Abstract. Efficient thermal management of lithium-ion battery packs is vital to ensuring performance reliability, safety, and extended cycle life, particularly under high discharge conditions. This study presents a ...
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    Parametric Investigations and Multi-Objective Optimization of a Reheat Brayton–Regenerative Kalina–Vapor Absorption Refrigeration System: An Energy, Exergy, and Ecology Perspective 

    Source: Journal of Thermal Science and Engineering Applications:;2026:;volume( 018 ):;issue:009
    Author(s): Chandra Sekhar, B. G.; Ravi Kiran Sastry, G.; Das, H. N.; Gugulothu, S. K.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Abstract. An innovative reheat Brayton–Regenerative Kalina–Vapor absorption refrigeration integrated system was investigated from energy, exergy, and environmental perspectives. The system model, developed in matlab with ...
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    Numerical Analysis of the Thermal Performance in a Five-by-Five Battery Pack Configured With the Phase Change Material and Optimized Fin Layout 

    Source: Journal of Thermal Science and Engineering Applications:;2025:;volume( 017 ):;issue: 008:;page 81004-1
    Author(s): Shehabaz, S. M. D.; Gugulothu, S. K.; Muthyala, Raju; Barmavatu, Praveen
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Batteries employed in electric vehicles are important components due to their significant high heat capacity and energy density characteristics. However, these batteries experience drastic temperature rise due to the high ...
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    Enhanced Thermal Regulation of Lithium-Ion Batteries Using Composite Phase Change Material–Fin Structures for High Heat Dissipation 

    Source: Journal of Thermal Science and Engineering Applications:;2025:;volume( 017 ):;issue: 004:;page 41007-1
    Author(s): Shehabaz, S. M. D.; Gugulothu, S. K.; Muthyala, Raju; Barmavatu, Praveen
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Poor thermal conductivity is common in batteries that use phase change material (PCM)-based thermal management systems (BTMS). This study introduces cylindrical rings and longitudinal fins to improve heat transfer. The ...
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    Numerical Analysis of the Thermal Performance in a Five-by-Five Battery Pack Configured With the Phase Change Material and Optimized Fin Layout 

    Source: Journal of Thermal Science and Engineering Applications:;2025:;volume( 017 ):;issue: 008:;page 81004-1
    Author(s): Shehabaz, S. M. D.; Gugulothu, S. K.; Muthyala, Raju; Barmavatu, Praveen
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Batteries employed in electric vehicles are important components due to their significant high heat capacity and energy density characteristics. However, these batteries experience drastic temperature rise due to the high ...
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