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Comparative analysis of shallow and hybrid deep learning models for predicting the cooling efficiency of nanofluid-cooled photovoltaic panel across multiple materials
Özdemir, Yunus; Budak Ziyadanoğulları, Neşe; Bakış, Enes; Acar, Emrullah (Nature Publishing Group, 2026)Active cooling can mitigate temperature-induced performance losses in photovoltaic (PV) modules, and nanofluids are a promising coolant option. This study develops data-driven models to predict the cooling efficiency of ...
















