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Author

Daniel Brandell

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Jul 2026

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...

Wendi Guo, S. B. Vilsen, D. Stroe et al. · 0 citations
#small language model Review Open access Sep 2026

AI‐Accelerated Design and Modeling of Organic Electrochemical Energy Materials: From Redox‐Active Molecules to Polymer Electrolytes

This review examines how artificial intelligence (AI) is reshaping the computational design and modeling of OEEM materials, tracing the field's shift from small redox‐active molecules toward polymeric electrolytes and electrodes and provides a perspective on where the field is heading.

Zhan-Yun Zhang, Giannis Savvas, Jichen Li et al. · 0 citations

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