Benchmarking the Performance of the ReaxFF Reactive Force Field on Hydrogen Combustion Systems

Luke W. Bertels, Lucas B. Newcomb, Mohammad Alaghemandi, Jason R. Green, Martin Head-Gordon

Research output: Contribution to journalArticlepeer-review

42 Scopus citations

Abstract

A thorough understanding of the kinetics and dynamics of combusting mixtures is of considerable interest, especially in regimes beyond the reach of current experimental validation. The ReaxFF reactive force field method has provided a way to simulate large-scale systems of hydrogen combustion via a parametrized potential that can simulate bond breaking. This modeling approach has been applied to hydrogen combustion, as well as myriad other reactive chemical systems. In this work, we benchmark the performance of several common parametrizations of this potential against higher-level quantum mechanical (QM) approaches. We demonstrate instances where these parametrizations of the ReaxFF potential fail both quantitatively and qualitatively to describe reactive events relevant for hydrogen combustion systems.

Original languageEnglish
Pages (from-to)5631-5645
Number of pages15
JournalJournal of Physical Chemistry A
Volume124
Issue number27
DOIs
StatePublished - Jul 9 2020
Externally publishedYes

Funding

This work is supported by the U.S. Army Research Laboratory and U.S Army Research Office under Grant No. W911NF-14-1-0359. L.W.B. thanks the NSF for a NSF Graduate Research Fellowship, DGE-1106400. L.W.B. and M.H.-G. thank Allan Avila and Igor Mezić for useful discussions of the ReaxFF potential and Teresa Head-Gordon, Itai Leven, Akshaya Das, Christopher Stein, Matthias Loipersberger, Abdulrahman Aldossary, and Kevin Ikeda for useful discussions of molecular dynamics.

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