Author

Daniel Brandell

2 papers indexed here

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Jul 2026

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

Supercharging of lithium-ion batteries (LiBs) requires robust health monitoring to ensure durability, safety, and user confidence, particularly for emerging vehicle-to-grid applications with bidirectional energy flows. Yet battery management remains largely disconnected from the material and structural origins of aging...

Wendi Guo, S. B. Vilsen, D. Stroe et al. · arXiv.org · 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. · Macromolecular materials and... · 0 citations