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Updated: Feb 2, 2026

Multiscale Sampling of a Heterogeneous Water/Metal Catalyst Interface using Density Functional Theory and Force-Field Molecular Dynamics
Published on: April 12, 2019
The quantum mechanics-based polarizable force field for water simulations.
Saber Naserifar1, William A Goddard1
1Materials and Process Simulation Center, California Institute of Technology, Pasadena, California 91125, USA.
A new water force field, RexPoN, uses only quantum mechanics (QM) for high accuracy. This QM-based model accurately predicts solid and liquid water properties without empirical data, aiding molecular simulations.
Area of Science:
- Computational Chemistry
- Physical Chemistry
- Materials Science
Background:
- Accurate molecular simulations require reliable force fields for water.
- Existing water models often rely on empirical fitting, limiting their predictive power.
- Quantum mechanics (QM) offers a rigorous, data-driven approach to developing force fields.
Purpose of the Study:
- To develop a novel, accurate water force field based solely on quantum mechanics calculations.
- To validate the force field's performance against experimental data for solid and liquid water.
- To enable more accurate simulations of systems involving explicit water molecules.
Main Methods:
- High-level coupled cluster single double triple (CCSDT) QM calculations for water dimer.
- X3LYP density functional theory (DFT) for larger water clusters.
- Polarizable charge equilibration and DFT-D3 for nonbond interactions.
Main Results:
- The RexPoN force field shows excellent agreement with experimental data for water's solid and liquid phases.
- Key properties such as melting point, enthalpy, density, entropy, dielectric constant, and self-diffusion coefficient are accurately reproduced.
- The model demonstrates high fidelity across various orientations and distances in QM calculations.
Conclusions:
- RexPoN provides a highly accurate, QM-derived force field for water, eliminating the need for empirical data.
- This advancement is crucial for precise simulations in electrocatalysis, biomolecular systems, and materials science.
- The force field will enhance studies involving explicit water interactions in fuel cells, batteries, and drug discovery.
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