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Thermal analysis of a reflection mirror by fluid and solid heat transfer method. [PDF]
Wang Z, Liu F, Xue C.
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In Situ Biofilm Monitoring Using a Heat Transfer Sensor: The Impact of Flow Velocity in a Pipe and Planar System. [PDF]
Netsch A, Sen S, Horn H, Wagner M.
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The influence of Nusselt number on dropwise condensation heat transfer for a single droplet on inclined and grooved surfaces. [PDF]
Mohammadpour L, Moghadasi H, Moosavi A.
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Numerical heat transfer simulation system based on Lagrangian particle mathematical model and SSPH algorithm. [PDF]
Fang D, Xiong C, Yu W.
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Innovative application of graphene nanoplatelet-based ionanofluids as heat transfer fluid in hybrid photovoltaic-thermal solar collectors. [PDF]
Moulefera I+5 more
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Physics-Informed Neural Networks for Heat Transfer Problems
Journal of heat transfer, 2021Physics-informed neural networks (PINNs) have gained popularity across different engineering fields due to their effectiveness in solving realistic problems with noisy data and often partially missing physics.
Shengze Cai+4 more
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Journal of heat transfer, 2021
Machine learning (ML) offers a variety of techniques to understand many complex problems in different fields. The field of heat transfer, and thermal systems in general, are governed by complicated sets of governing physics that can be made tractable ...
Matthew L. Hughes, G. Kini, S. Garimella
semanticscholar +1 more source
Machine learning (ML) offers a variety of techniques to understand many complex problems in different fields. The field of heat transfer, and thermal systems in general, are governed by complicated sets of governing physics that can be made tractable ...
Matthew L. Hughes, G. Kini, S. Garimella
semanticscholar +1 more source