most citedFine-Tuning Unifies Foundational Machine-learned Interatomic Potential Architectures at ab initio Accuracy

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cond-mat.mtrl-sci2026

Revealing Hydroxide Ion Transport Mechanisms in Commercial Anion-Exchange Membranes at Nano-Scale from Machine-learned Interatomic Potential Simulations

Jonas Hänseroth, Muhammad Nawaz Qaisrani, Mostafa Moradi +2

Hydroxide ion transport in anion-exchange membranes fundamentally limits the efficiency of alkaline water electrolysis for green hydrogen production, yet the atomic-scale transport…