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
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