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Updated: Jan 26, 2026

Analyzing Melts and Fluids from Ab Initio Molecular Dynamics Simulations with the UMD Package
Published on: September 17, 2021
The Ninth Industrial Fluid Properties Simulation Challenge
Jonathan D Moore1, Raymond D Mountain2, Richard B Ross3
1DowDuPont, Midland, MI 48674, USA.
Molecular modeling accurately predicted trends in water/oil interfacial tension (IFT) under high temperature and pressure. While absolute values varied, simulation methods like molecular dynamics (MD) and Monte Carlo (MC) showed the best performance.
Area of Science:
- Physical Chemistry
- Computational Chemistry
- Materials Science
Background:
- Accurate prediction of interfacial tension (IFT) is crucial for industrial fluid processes.
- High temperature and pressure conditions present significant challenges for molecular modeling accuracy.
Purpose of the Study:
- To evaluate the predictive capabilities of various molecular modeling techniques for water/oil IFT.
- To benchmark simulation approaches against experimental data under industrially relevant conditions.
Main Methods:
- The Ninth Industrial Fluid Properties Simulation Challenge.
- Utilized molecular dynamics (MD), Monte Carlo (MC) simulations, COSMO-RS, and iSAFT.
- Compared predictions against pendant drop tensiometer benchmark data.
Main Results:
- Predictive accuracy varied across methods, with MD and MC generally achieving the highest scores.
- Entries achieved between 20% and 70% of possible points.
- Relative trends in IFT were reliably predicted, though absolute values showed discrepancies.
Conclusions:
- Molecular modeling can reliably predict trends in water/oil IFT at high temperatures and pressures.
- MD and MC simulations demonstrate strong potential for IFT prediction in industrial applications.
- Further refinement of absolute value predictions remains an area for development.
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