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Physics informed neural network prediction of heat transfer mechanisms in manufactured sand for thermal energy storage systems

Manufactured sand (M-Sand) is a low-cost granular medium for sensible heat storage and characterising the internal temperature field during charging requires either dense instrumentation or a physics-consistent model. In a previous experimental study, an M-Sand packed-bed thermal energy storage unit...

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Bibliografiske detaljer
Principais autores: S. Ananth, P. Selvakumar, Amirdha Sher Gill
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2026-06-01
Serier:Frontiers in Energy Efficiency
Fag:
Online adgang:https://www.frontiersin.org/articles/10.3389/fenef.2026.1845713/full
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