Ashima Verma

Bridging battery design and health assessment through virtual sensing and physics-informed learning

A physics-informed learning framework with virtual sensing that infers hard-to-measure design parameters, including solid-state diffusion coefficient, electrode thickness, ion concentration, and particle size, directly from standard battery management system measurements is proposed, demonstrating how real-world operat...