Tiziana Campisi

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.