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Fereydoon Ranjbar

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Data-driven and interpretable modeling frameworks for frost accumulation during natural convection on polymer composite fins

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By Seif Al Bustanji, Raman Kumar, Mahendrasinh Chauhan, Harjot Gill, Sardor Sabirov, Tariq Abdulkader Alrihaim, Wrd Fadl Abbas, Fereydoon Ranjbar
| Nature Verified
Abstract Frost formation on heat-transfer surfaces remains a critical challenge in refrigeration, cryogenic systems, and energy-efficient thermal management. Accurate prediction of frost layer thickness (FLT) is particularly important for carbon fiber reinforced polymer composite fins (CFRPCFs), where distinct thermophysical properties alter frost growth dynamics relative to conventional metallic substrates.
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