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Elif Selay Hayal

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Open access 2026

Electric Vehicle Energy Consumption Prediction: A Physics-Informed Machine Learning Approach

This study presents a physics-informed machine learning framework for predicting EV energy consumption using a dataset of approximately 300 electric vehicle models sourced from publicly available vehicle specifications, confirming that battery capacity, vehicle mass, and driving range are the most influential predictor...

Emine Can, Elif Selay Hayal, Maksude Selina Yavuz et al. · 0 citations

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