Force field development for organic molecules: modifying dihedral and 1-n pair interaction parameters.
Siyan Chen1, Shasha Yi, Wenmei Gao
1State Key Laboratory of Supramolecular Structure and Materials, Jilin University, Changchun, 130012, People's Republic of China; College of Mechanical Science and Engineering, Jilin University, Changchun, 130022, People's Republic of China.
This study presents a systematic method for fitting molecular mechanics force field (FF) parameters using quantum mechanics and experimental data. The approach improves accuracy for molecular dynamics (MD) simulations, especially for complex molecular rotations.
Area of Science:
- Computational Chemistry
- Molecular Modeling
- Physical Chemistry
Background:
- Accurate molecular mechanics force fields (FFs) are crucial for molecular dynamics (MD) simulations.
- Existing FF parameterization methods may lack accuracy for certain molecular configurations, particularly hindered rotations.
Purpose of the Study:
- To develop and illustrate a general, systematic process for fitting all-atom molecular mechanics force field parameters.
- To enhance the accuracy of FF parameters for both intramolecular and intermolecular interactions.
Main Methods:
- Utilized quantum mechanical calculations and experimental thermodynamic data for parameter fitting.
- Introduced a 1-n scaling pair interaction format for strongly hindered intramolecular rotations.
- Systematically generated characteristic configurations to determine the optimal fitting order for FF parameters.
- Verified FF parameters self-consistently by comparing energies from FF and quantum mechanics for random molecular configurations from MD simulations.
Main Results:
- Successfully applied the systematic approach to obtain dihedral angle potential and 1-n scaling pair interaction parameters for 48 diverse organic molecules.
- Demonstrated the method's effectiveness using 3-hydroxypropionic acid as an example, comparing new parameters with existing ones.
- Showcased improved agreement between MD simulation results and experimental observations through adjusted intermolecular Van der Waals parameters.
Conclusions:
- The proposed systematic procedure provides a robust method for obtaining accurate dihedral and 1-n interaction potentials.
- This approach can be valuable for developing improved force fields, especially when parameters are unavailable in widely used existing FFs.
- The methodology offers a pathway to more reliable molecular dynamics simulations for a broader range of organic molecules.
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