Literature DB >> 24885152

Adaptive accelerated ReaxFF reactive dynamics with validation from simulating hydrogen combustion.

Tao Cheng1, Andrés Jaramillo-Botero, William A Goddard, Huai Sun.   

Abstract

We develop here the methodology for dramatically accelerating the ReaxFF reactive force field based reactive molecular dynamics (RMD) simulations through use of the bond boost concept (BB), which we validate here for describing hydrogen combustion. The bond order, undercoordination, and overcoordination concepts of ReaxFF ensure that the BB correctly adapts to the instantaneous configurations in the reactive system to automatically identify the reactions appropriate to receive the bond boost. We refer to this as adaptive Accelerated ReaxFF Reactive Dynamics or aARRDyn. To validate the aARRDyn methodology, we determined the detailed sequence of reactions for hydrogen combustion with and without the BB. We validate that the kinetics and reaction mechanisms (that is the detailed sequences of reactive intermediates and their subsequent transformation to others) for H2 oxidation obtained from aARRDyn agrees well with the brute force reactive molecular dynamics (BF-RMD) at 2498 K. Using aARRDyn, we then extend our simulations to the whole range of combustion temperatures from ignition (798 K) to flame temperature (2998K), and demonstrate that, over this full temperature range, the reaction rates predicted by aARRDyn agree well with the BF-RMD values, extrapolated to lower temperatures. For the aARRDyn simulation at 798 K we find that the time period for half the H2 to form H2O product is ∼538 s, whereas the computational cost was just 1289 ps, a speed increase of ∼0.42 trillion (10(12)) over BF-RMD. In carrying out these RMD simulations we found that the ReaxFF-COH2008 version of the ReaxFF force field was not accurate for such intermediates as H3O. Consequently we reoptimized the fit to a quantum mechanics (QM) level, leading to the ReaxFF-OH2014 force field that was used in the simulations.

Entities:  

Year:  2014        PMID: 24885152     DOI: 10.1021/ja5037258

Source DB:  PubMed          Journal:  J Am Chem Soc        ISSN: 0002-7863            Impact factor:   15.419


  5 in total

1.  First-principles-based reaction kinetics from reactive molecular dynamics simulations: Application to hydrogen peroxide decomposition.

Authors:  Daniil V Ilyin; William A Goddard; Julius J Oppenheim; Tao Cheng
Journal:  Proc Natl Acad Sci U S A       Date:  2018-09-21       Impact factor: 11.205

2.  First principles-based multiscale atomistic methods for input into first principles nonequilibrium transport across interfaces.

Authors:  Tao Cheng; Andres Jaramillo-Botero; Qi An; Daniil V Ilyin; Saber Naserifar; William A Goddard
Journal:  Proc Natl Acad Sci U S A       Date:  2018-08-03       Impact factor: 11.205

3.  Direct observation of realistic-temperature fuel combustion mechanisms in atomistic simulations.

Authors:  Kristof M Bal; Erik C Neyts
Journal:  Chem Sci       Date:  2016-05-05       Impact factor: 9.825

4.  Inhomogeneity Effects on Reactions in Supercritical Fluids: A Computational Study on the Pyrolysis of n-Decane.

Authors:  Yutong Wang; Guozhu Liu
Journal:  JACS Au       Date:  2022-09-06

5.  Complex reaction processes in combustion unraveled by neural network-based molecular dynamics simulation.

Authors:  Jinzhe Zeng; Liqun Cao; Mingyuan Xu; Tong Zhu; John Z H Zhang
Journal:  Nat Commun       Date:  2020-11-11       Impact factor: 14.919

  5 in total

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