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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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Nanoengineered materials for liquid–vapour phase-change heat transfer
Nature Reviews Materials, 2017H Jeremy Cho +2 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
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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
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Finite Element Method for Solids and Structures, 2018
Heat Transfer is an enabler of information exchange among mechanical,
Yeong Koo Yeo
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Heat Transfer is an enabler of information exchange among mechanical,
Yeong Koo Yeo
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A Modern Review on Jet Impingement Heat Transfer Methods
, 2021Jet impingement cooling is considered as one of the most effective heat transfer enhancement techniques. The primary mode of heat transfer enhancement is due to the flow stagnation.
S. Ekkad, Prashant Singh
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International Journal of Heat and Mass Transfer, 1969
This periodic listing covers literature published during 1964. The references are divided into the following categories: (1) Application; (2) Books; (3) Boundary-Layer Flow; (4) Change of Phase; (5) Channel Flow; (6) conduction; (7) Flow with Separated Regions; (8) Heat and Mass Transfer; (9) Liquid Metals; (10) Low Density; (11) Magnetohydrodynamics; (
Richard J Goldstein +4 more
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This periodic listing covers literature published during 1964. The references are divided into the following categories: (1) Application; (2) Books; (3) Boundary-Layer Flow; (4) Change of Phase; (5) Channel Flow; (6) conduction; (7) Flow with Separated Regions; (8) Heat and Mass Transfer; (9) Liquid Metals; (10) Low Density; (11) Magnetohydrodynamics; (
Richard J Goldstein +4 more
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Transforming heat transfer with thermal metamaterials and devices
Nature Reviews Materials, 2020The demand for sophisticated tools and approaches in heat management and control has triggered the fast development of fields that include conductive thermal metamaterials, nanophononics, and far-field and near-field radiative thermal management. In this
Ying Li +7 more
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Improvement of heat transfer through fins: A brief review of recent developments
Heat Transfer, 2020Fins or extended surfaces are generally used in heat exchangers to enhance heat transfer between the main surface and ambient fluid. Various types of simple‐shaped fins, namely, rectangular, square, annular, cylindrical, and tapered, have been used with ...
Ambarish Maji, G. Choubey
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ACS Photonics, 2018
Thermal radiation is one of the most universal physical phenomena, and its study has played a key role in the history of modern physics. Our understanding of this subject has been traditionally based on Planck’s law, which in particular sets limits on ...
J. Cuevas, F. García-Vidal
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Thermal radiation is one of the most universal physical phenomena, and its study has played a key role in the history of modern physics. Our understanding of this subject has been traditionally based on Planck’s law, which in particular sets limits on ...
J. Cuevas, F. García-Vidal
semanticscholar +1 more source