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Updated: Aug 6, 2026

Realistic Membrane Modeling Using Complex Lipid Mixtures in Simulation Studies
Published on: September 1, 2023
Practical considerations for finite concentration molecular dynamics simulations
Xiaoxu Ruan1, Fabrice Roncoroni2, David Prendergast2
1ATLAS Materials Physics Lab, Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California, San Diego, La Jolla, California 92093, USA.
Abstract:
Understanding concentrated electrolytes requires a theory that spans local hydration and mesoscale interfacial assembly. We present an integrated workflow-Solvation Characterization via Optimized Probability Ensemble averaging (SCOPE)-that combines (i) enhanced sampling focused on a single Li+ ion, (ii) reweighting of biased trajectories to recover equilibrium microstate probabilities, and (iii) a chemical-potential correction that accounts for the limited reservoir of free water in finite simulation boxes. Applied to LiCl(aq) across 0.5-26M and 283-313 K, this approach reveals a simple organizing principle: solvated ions dominate at low concentrations; contact ion pairs emerge at intermediate strengths; and aggregated Li-xCl clusters become most stable at the solubility limit. The resulting free-energy trends predict temperature-dependent solubility in close agreement with experiment and clarify the role of interfacial nucleation in precipitation. Beyond the simple LiCl(aq) salt considered here, SCOPE offers a transferable strategy for characterizing speciation and phase behavior in concentrated liquid systems where collective coordinates and rare events dominate.
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