Evaluating Classical Force Fields against Experimental Cross-Solvation Free Energies
Sadra Kashefolgheta1, Marina P Oliveira1, Salomé R Rieder1
1Laboratorium für Physikalische Chemie, ETH Zürich, ETH-Hönggerberg, HCI, CH-8093 Zürich, Switzerland.
Journal of Chemical Theory and Computation
|November 4, 2020
Summary
This study systematically evaluates four molecular force fields using a comprehensive matrix of experimental solvation free energies. All force fields performed similarly, with minor differences in accuracy for predicting solvation properties.
Area of Science:
- Computational Chemistry
- Molecular Modeling
- Physical Chemistry
Background:
- Experimental solvation free energies are crucial for validating condensed-phase force fields.
- Current validation methods are often unsystematic, using limited solutes and solvents.
Purpose of the Study:
- To systematically assess the accuracy of popular molecular force fields.
- To introduce and utilize a comprehensive cross-solvation free energy matrix for force field evaluation.
Main Methods:
- Constructed a matrix of 625 cross-solvation free energies (ΔG_A:B⊖) for 25 diverse molecules.
- Evaluated four force fields: GROMOS-2016H66, OPLS-AA, AMBER-GAFF, and CHARMM-CGenFF.
- Compared force field predictions against curated experimental data.
Main Results:
- All four force fields demonstrated comparable performance in predicting solvation free energies.
- Root-mean-square errors ranged from 2.9 to 4.0 kJ·mol⁻¹.
- Average errors were between -0.8 and +1.0 kJ·mol⁻¹, with AMBER and CHARMM showing the lowest magnitudes.
Conclusions:
- The evaluated force fields exhibit similar accuracy for the tested molecular systems.
- Differences in performance are statistically significant but not substantial.
- Potential inaccuracies in experimental data may influence outlier results.
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