articleComputer Physics CommunicationsFeb 25, 2016HYBRID OA

Reaction Mechanism Generator: Automatic construction of chemical kinetic mechanisms

Massachusetts Institute of Technology · Northeastern University

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Abstract

Reaction Mechanism Generator (RMG) constructs kinetic models composed of elementary chemical reaction steps using a general understanding of how molecules react. Species thermochemistry is estimated through Benson group additivity and reaction rate coefficients are estimated using a database of known rate rules and reaction templates. At its core, RMG relies on two fundamental data structures: graphs and trees. Graphs are used to represent chemical structures, and trees are used to represent thermodynamic and kinetic data. Models are generated using a rate-based algorithm which excludes species from the model based on reaction fluxes. RMG can generate reaction mechanisms for species involving carbon, hydrogen,…

Citation impact

820
total citations
FWCI
29.42
Percentile
100%
References
44
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Authors

4

Topics & keywords

Keywords
  • Mechanism (biology)
  • Generator (circuit theory)
  • Kinetic energy
  • Computer science
  • Statistical physics
  • Classical mechanics
  • Physics
  • Thermodynamics
UN Sustainable Development Goals
  • Life in Land
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