Browsing Elektrik-Elektronik Mühendisliği Bölümü Koleksiyonu by Publisher "Nature Publishing Group"

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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 ...
Prediction of traffic accidents trend with learning methods: a case study for Batman, Turkey

Bakış, Enes; Erçetin, Mehmet Ali; Acar, Emrullah; Gökalp, İslam; Yılmaz, Musa (Nature Publishing Group, 2025)

Assessing the trend of fatalities in recent years and forecasting road accidents enables society to make appropriate planning for prevention and control. This study analyses the road traffic accident data between the years ...