Elucidating Ion Capture and Transport Mechanisms of Preyssler Anions in Aqueous Solutions Using Biased MACE-Accelerated MD Simulations

TL;DR

This study uses advanced molecular dynamics simulations to uncover how Preyssler anions capture and transport ions in water, revealing the impact of confined water on ion mechanisms and potential for tuning ion exchange processes.

Contribution

It provides new insights into ion capture and transport mechanisms of Preyssler anions using biased MACE-accelerated MD simulations, highlighting the role of confined water.

Findings

Confined water significantly alters ion interaction dynamics.

Two distinct ion transport mechanisms were identified.

Structural changes in PA influence ion and water transport.

Abstract

Equilibrium and biased MACE accelerated MD simulations in aqueous solutions are performed to investigate the ion capture and transport mechanisms of the {P5W30} Preyssler anion (PA) as the smallest representative member of the extended polyoxometalate (POM) family with an internal cavity. The unique interatomic interactions present in the internal cavity vs. exterior of PA are carefully investigated using equilibrium MACE MD simulations for two representative Na(H2O)@PA and Na@PA complexes. Our careful analyses of radial distribution functions and coordination numbers show that the presence of confined water in Na(H2O)@PA has profound modulating effects on the nature of the interactions of the encapsulated ion with the oxygens of the PA cavity. Using well-converged MACE-accelerated multiple walker well-tempered metadynamics simulations, two different associative and dissociative ion transport mechanisms were carefully investigated for Na+ as one of the most abundant and representative ions present in seawater and saline solutions. By comparing systems with and without confined water, it was found that the presence of only one pre-encapsulated confined water in Na(H2O)@PA dramatically changes the free energy landscape of ion transport processes. It was also found that the contraction and dilation of the two windows present in PA directly influence the Na+ and H2O transport. Results from this work are helpful as they show a viable path toward tuning the ion exchange and transport phenomena in aqueous solutions of POM molecular clusters and frameworks.