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Chen-Ji Hu

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Oct 2026

Preconstructed Electrolyte Interphase Enables Stable Commercial V2O5 Cathodes for Aqueous Zinc-Ion Batteries.

Aqueous zinc-ion batteries (AZIBs) show great potential for large-scale energy storage on account of their exceptional safety, low cost, and environmental friendliness. As a representative cathode for AZIBs, commercial vanadium pentoxide (c-V2O5) still suffers from critical bottlenecks including severe vanadium dissolu...

Xuan-Bin Chen, Si-Ying Chen, Jia-Yuan Chen et al. · 0 citations
Jul 2026

A Machine-Learning-Accelerated Approach for Room-Temperature Phase Diagram Predictions.

A machine-learning workflow that couples the crystal generator MatterGen with a fine-tuned MatterSim interatomic potential to expand the candidate phase space and compute temperature-dependent phase stability with accuracy approaching density functional theory is reported.

Chen Su, Jie Lu, Yuchen Fu et al. · 0 citations

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