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Overview |
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Computational
Molecular Kinetics concerns itself with the simulation of the rates
of reactive molecular processes - whether this be individually or
coupled into complex multi-component systems. For individual
reactions, the theories of elementary chemical processes may be
applied, supported by adequate quantum chemical data concerning the
stabilities of the molecular species involved and the nature of the
potential energy surface (barrier height, reaction pathways, etc).
For complex systems (combustion, hypersonic reactive flows, solid
state materials, soft materials, biomolecular systems), different
combinations of methods must be applied. Sometimes direct molecular
dynamics simulations can be a powerful approach. Sometimes
individual reaction rate data must be coupled into a master
equation, a computational fluid dynamics solver, or some other
reaction network simulator. Whatever the case, it is fair to say
that the output of a kinetic simulator - which aims at prediction of
system evolution in real time - often depends critically on the
quality of the input (kinetic and thermodynamic) data. Computational
molecular kinetics provides an essential source of such data that is
complementary to experimental approaches.
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Statistical
Theories of Chemical Reaction Rates |
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The detailed
quantum simulation of chemical reactions is the most exact and
complete approach to molecular kinetics - but it is also
computationally very difficult and the numerical demands scale
exponentially with the number of atoms in the system. For
larger molecular systems (perhaps five to hundreds of atoms)
statistical theories have proven an economical and very powerful way
of predicting reaction rates approximately. Our group has been
involved for many years in the development of improved statistical
theories for chemical reaction rates - particularly for unimolecular
and complex-forming bimolecular reactions involving
barrierless bond fragmentation processes, where the transition state
is not well characterised by traditional methods. This work, which
is ongoing, is summarized by Smith in a recent invited chapter:
ˇ§Recent Developments in Statistical Rate Theory for Unimolecular and
Complex-Forming Reactionsˇ¨, pp291-328 in Modern Trends in Chemical
Reaction Dynamics, vol I, Xueming Yang and Kopin Liu eds. (World
Scientific, Singapore, 2004).
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By way of
illustration of the complexities of even relatively simple
combustion reactions, the figure below (reproduced from
Kislov et al. 2004)
shows the various species potentially involved in the dissociation
of benzene. Master equation simulations, with input kinetic data
calculated via statistical theory, was used to map out the likely
product states arising for different laser excitation energies in
order to correlate with photo-dissociation studies of this reaction.
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Density
of States of van der Waals Clusters |
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Van der Waals
clusters are ubiquitous in the interstellar medium and the earthˇ¦s
atmosphere. Supposing chemical equilibrium exists,
methods exist for computing partition functions for such clusters
and subsequently predicting equilibrium constants, equilibrium
concentrations and so forth. Environments such as these are quite often
not equilibrated, however. How long a van der Waals cluster survives
after the initial association of the two component monomers then
becomes a function of whether a stabilising event has time to occur
before the cluster falls apart. The lifetime of a van der Waals
cluster is inversely proportional to its dimerisation rate constant;
and a density of states calculation is necessary to establish a
dimerisation rate constant. The cluster density
of states is dominated by the loose, highly anharmonic motions in
the van der Waals modes (i.e., the relative "tumbling" or loose
"vibrations" between the two monomers). Quantum calculation of such
large, anharmonic state densities is not currently feasible due to
the numerical demands, and a generic and economical method for
computing them as a function of the total energy and angular
momentum of the cluster has yet to be implemented. This
problem - efficient and accurate calculation of anharmonic densities
of states for van der Waals clusters - has been one focus in the
Molecular Kinetics group. The
new algorithm we have developed computes the classical density of states of van der
Waals interactions between monomers over
the entire manifold of total energy and angular momenta whilst maintaining speed of
computation. It opens the way to the estimation of reliable bounds
on cluster lifetimes via unimolecular rate theory.
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Master
Equation Simulations of Complex Reaction Kinetics |
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Even
apparently simple chemical reactions can be surprisingly complex
when one looks under the carpet!! One example is afforded by the
complex isomerisation / dissociation pathways in the figure above
for benzene photodissociation. Briefly, when molecules of even
moderate complexity such as benzene are activated with a lot of
energy, many different kinds of bond rearrangements and bond
breakage become possible, leading to sometimes bewildering kinetics.
Direct computational simulation via a master equation is typically
the best way to approach such systems. Individual rates for the
different molecular rearrangements or fragmentations are computed
using unimolecular rate theory (see
Gilbert and Smith 1989), and this kinetic data is then fed into
a linear or non-linear reaction simulator which effectively solves
the time-dependent master equation in order to predict the time
evolution of the system. Collisional relaxation as well as reaction
processes are explicitly incorporated into the master equation,
since in many cases there is no time for thermal equilibrium of the
individual populations to be attained during the reaction -
everything is coupled up on the same timescale and hence must be
explicitly incorporated.
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The figure
below illustrates the real time evolution that is predicted for the
populations of three different molecular isomers (as a function of
their internal vibrational energy) during the reaction of singlet
methylene (1CH2) with acetylene (C2H2).
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The CCMS
molecular kinetics group have been at the forefront of international
research in the area of developing high-performance simulation
algorithms for complex combustion reactions which can comprise of
tens of thousands of coupled rate equations. These new algorithms
are designed to exploit state-of-the-art iterative matrix algorithms
together with new types of pre-conditioners to facilitate time
propagation algorithms scaling with the square of the number N of
coupled reactions as opposed to traditional methods which scale with
N3. The great advantage of these new methods lies in the
fact that they are much faster than alternative stochastic
simulation approaches. |
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