Wei Li

Domain-Adaptive Mixture-of-Experts for Cross-Dataset Lithium-Ion Battery State-of-Health Prediction via Adaptive Strategy Selection

Accurate cross-dataset state-of-health prediction for lithium-ion batteries remains challenging due to distribution shifts arising from diverse cathode chemistries, operating temperatures, and charge–discharge protocols across heterogeneous battery fleets. Drawing upon establishe...

Unraveling Spatial Electrochemical Heterogeneity and Additive‐Mediated Regulation in Scale‐up Aqueous Zinc‐Ion Pouch‐Type Cells

ABSTRACT Scaling aqueous zinc‐ion batteries (AZIBs) to pouch‐type configurations amplifies electric‐field and Zn 2+ flux heterogeneities, causing non‐uniform Zn deposition. Here, β‐cyclodextrin (β‐CD) and Tween 80 (Tw80) are systematically investigated to decouple bulk transport...