Document Type
Article
Publication Date
9-11-2024
Department
Department of Mechanical Engineering-Engineering Mechanics; Department of Physics
Abstract
The simulation of chemical reactions and mechanical properties including failure from atoms to the micrometer scale remains a longstanding challenge in chemistry and materials science. Bottlenecks include computational feasibility, reliability, and cost. We introduce a method for reactive molecular dynamics simulations using a clean replacement of non-reactive classical harmonic bond potentials with reactive, energy-conserving Morse potentials, called the Reactive INTERFACE Force Field (IFF-R). IFF-R is compatible with force fields for organic and inorganic compounds such as IFF, CHARMM, PCFF, OPLS-AA, and AMBER. Bond dissociation is enabled by three interpretable Morse parameters per bond type and zero energy upon disconnect. Use cases for bond breaking in molecules, failure of polymers, carbon nanostructures, proteins, composite materials, and metals are shown. The simulation of bond forming reactions is included via template-based methods. IFF-R maintains the accuracy of the corresponding non-reactive force fields and is about 30 times faster than prior reactive simulation methods.
Publication Title
Nature Communications
Recommended Citation
Winetrout, J.,
Kanhaiya, K.,
Kemppainen, J.,
in ‘t Veld, P.,
Sachdeva, G.,
Pandey, R.,
Damirchi, B.,
van Duin, A.,
Odegard, G.,
&
Heinz, H.
(2024).
Implementing reactivity in molecular dynamics simulations with harmonic force fields.
Nature Communications,
15(1).
http://doi.org/10.1038/s41467-024-50793-0
Retrieved from: https://digitalcommons.mtu.edu/michigantech-p2/1077
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.
Version
Publisher's PDF
Publisher's Statement
© The Author(s) 2024. Publisher’s version of record: https://doi.org/10.1038/s41467-024-50793-0