Author

Ke-Jie Bao

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Sep 2026

Dual‐Functional Organic Molecular Layers for Decoupled Interface Engineering Enabling 50 000‐Cycle Aqueous Zinc–Iodine Batteries

Aqueous zinc‐iodine batteries (ZIBs) are promising for grid‐scale energy storage owing to their intrinsic safety and high theoretical capacity. However, their development is hindered by the coupled degradation at both electrodes: uncontrollable zinc dendrites growth at the Zn anode and polyiodide shuttling at the i...

Wei-Jun Zhou, Ke-Jie Bao, Hong-Li Chen et al. · Advanced Energy Materials · 0 citations

Preprint Oct 2026

Train for Accuracy, Execute at Scale: Architecture-Preserving Inference for Equivariant Atomistic Foundation Models

Equivariant atomistic foundation models provide broadly transferable interatomic potentials trained against quantum-mechanical reference data, but their repeated execution at simulation scale remains computationally and memory intensive. We present Symmetrix-XL, an inference engine that scales pretrained MACE checkpoin...

Lei Fu, Zi-Hui Feng, Yong-Heng Li et al. · 1 citation