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Assessment of GAFF and OPLS force fields for urea: crystal and aqueous solution properties

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Abstract

Molecular simulations such as Monte Carlo, molecular dynamics, and metadynamics have been used to provide insight into crystallization phenomena, including nucleation and crystal growth. However, these simulations depend on the force field used, which models the atomic and molecular interactions, to adequately reproduce relevant material properties for the phases involved. Two widely used force fields, the General AMBER Force Field (GAFF) and the Optimized Potential for Liquid Simulations (OPLS), including several variants, have previously been used for studying urea crystallization. In this work, we investigated how well four different versions of the GAFF force field and five different versions of the OPLS force field reproduced known urea crystal and aqueous solution properties. Two force fields were found to have the best overall performance: a specific urea charge-optimized GAFF force field and the original all-atom OPLS force field. It is recommended that a suitable testing protocol involving both solution and solid properties, such as that used in this work, is adopted for the validation of force fields used for simulations of crystallization phenomena.

Original languageEnglish
Pages (from-to)143–158
Number of pages16
JournalCrystal Growth and Design
Volume24
Issue number1
Early online date8 Dec 2023
DOIs
Publication statusPublished - 3 Jan 2024

Funding

The authors thank EPSRC and the Future Manufacturing Research Hub in Continuous Manufacturing and Advanced Crystallization (Grant ref: EP/P006965/1) for funding this work. Results were obtained using the ARCHIE-WeSt High Performance Computer ( https://www.archie-west.ac.uk ) based at the University of Strathclyde. The authors thank EPSRC and the Future Manufacturing Research Hub in Continuous Manufacturing and Advanced Crystallization (Grant ref: EP/P006965/1) for funding this work. Results were obtained using the ARCHIE-WeSt High Performance Computer (https://www.archie-west.ac.uk) based at the University of Strathclyde.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being
  2. SDG 9 - Industry, Innovation, and Infrastructure
    SDG 9 Industry, Innovation, and Infrastructure

Keywords

  • molecular dynamics
  • metadynamics
  • crystallization
  • urea crystal

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