Unveiling the projection nature of solvation interactions yields a robust PMPA-MD method for efficient modeling of liquid-phase reactions: A case study on H2PtCl6 hydrolysis

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Authors: Fei Li, Haosheng Niu, Yi Wang, Xuezhi Duan, Dong Wang
Cited by: 1
References: 59

Abstract

While practically essential yet technically challenging, the lack of understanding of the nature of solvation interactions hinders the development of accurate and universal simulation methods for liquid-phase reactions. Here, we introduce an innovative concept of projecting intermolecular solvation interactions onto each atom/species, analogous to the way of quantifying covalent bonding interactions, and thereby developing a powerful tool of the Projective Multi-Point Averaging Molecular Dynamics (PMPA-MD), realizing consistent treatment of diverse solvation scenarios covering both liquid/solid interfaces and homogeneous solution reactions. Taking the multistep H2PtCl6 hydrolysis as an example, PMPA-MD demonstrates good accuracy with slight energy deviations

Fields of Study & Subjects

Machine Learning in Materials Science Electrocatalysts for Energy Conversion Spectroscopy and Quantum Chemical Studies

Publication details

Journal / source
The Journal of Chemical Physics
Publisher
AIP Publishing
Volume
164
Issue
13
Publication date
1 April 2026
Language
EN