Combined machine learning and atomistic simulations reveal multi-state hydration in cationic brushes in the presence of halide counterions.

In this communication, we employ a combination of all-atom molecular dynamics simulations and machine learning to establish the effect of different halide screening counterions (fluoride, chloride, bromide, and iodide ions) on the prevalence of two s…

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