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M. Mądziel

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Open access Sep 2026

Physics-Informed Decoupled Machine Learning for Context-Aware EV Range Optimization and Multi-Objective Driver Advisory

This study presents a physics-informed decoupled machine learning framework integrated with a multi-objective Pareto Human–Machine Interface (HMI) advisory system that dynamically balances range extension against passenger thermal discomfort to deliver actionable driver recommendations.

M. Mądziel, Tiziana Campisi · 0 citations

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