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Open access Oct 2026

Reactive Molecular Dynamics Simulations of Proton Transport in PFSA Membranes: Hydration–Temperature Mechanism Crossover and Cold-Start Implications

Proton transport through perfluorosulfonic acid (PFSA) membranes sets the ohmic resistance of proton exchange membrane fuel cells and is most constrained during cold start, when reduced hydration coincides with sub-ambient temperatures, yet the conditions under which the Grotthuss and vehicle mechanisms dominate remain...

Hai-Bin Lu, Wan-Hua Qi, Ming-Zhao Lai et al. · 0 citations
Open access Sep 2026

MSSC-EM: A Multi-Semantic Self-Supervised Collaborative Entity Matching Framework

Entity matching (EM) aims to determine whether two tuples from heterogeneous data sources refer to the same real-world entity and serves as a fundamental task in data integration, knowledge graph construction, and intelligent information retrieval. However, existing EM methods still suffer from three major limitations:...

Yao-Li Xu, Chun-Li Xie, Zhi-Lei Yin et al. · 0 citations

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