Author

Jia-Ying He

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Open access Sep 2026

Interfacial Catalytic Activation of Li2C2O4 for Efficient Cathode Prelithiation in Lithium-Ion Batteries.

Lithium oxalate (Li2C2O4) attracts increasing attention as a cathode sacrificial prelithiation agent due to its high theoretical capacity, excellent air stability, residue-free decomposition, and good compatibility with present battery chemistry. However, the sluggish decomposition kinetics of crystalline Li2C2O4 resul...

Xin-Yu Lu, Jia-Ying He, Xiao-Fei Deng et al. · Small · 0 citations

Review Open access Aug 2026

AI-Driven Rational Design of Solid-State Electrolytes

This work critically discusses the synergy between first-principles density functional theory (DFT), molecular dynamics simulations, and advanced AI algorithms including supervised and unsupervised learning (SL, UL), graph neural networks (GNNs), and Machine Learning Interatomic Potentials (MLIP) that collectively enab...

Jia-Ying He, Zama Jan, He-Qin Guo et al. · AI for Materials · 0 citations