[BANANA] Berkeley Lab - Scientific Computing Seminar - April 23,
2008
Esmond G. Ng
EGNg at lbl.gov
Mon Apr 21 22:10:59 PDT 2008
Berkeley Lab - Scientific Computing Seminar
Date: Wednesday, April 23, 2008
Time: 11:15am-12:15pm
Location: Building 50F, 1647 Conference Room
Seminar Speaker:
Burcin Temel
Department of Chemical Engineering, University of California - Berkeley
Title: Scattering and Kinetics of Surface Reactions
Abstract:
In the first part of my talk, I will present Minimum Error Method (MEM),
a least-squares minimization method used with preconditioned conjugate
gradient, which provides an efficient and accurate alternative to solve
systems of ordinary differential equations. Existing methods usually
utilize matrix methods, which are computationally expensive. MEM, which
is based on the Chebyshev polynomials as a basis set, uses the recursion
relationships and fast Chebyshev transforms which scale as O(N). For
large basis set calculations this provides an enormous computational
efficiency in the calculations. Chebyshev polynomials are also able to
represent non-periodic problems very accurately. We applied MEM on
elastic and inelastic scattering problems: it is more efficient and
accurate than traditionally used Kohn variational principle, and it also
provides the wave function in the interaction region.
The second part of my talk is on a phenomenological kinetics
(micro-kinetic modeling) vs. kinetic Monte Carlo study for CO oxidation
on RuO2 surface. Phenomenological kinetics (PK) is widely used in
industry to predict the optimum conditions for a chemical reaction. PK
neglects the fluctuations, assumes no lateral interactions, and
considers an ideal mix of reactants. The rate equations are tested by
fitting the rate constants to the results of the experiments.
Unfortunately, there are numerous examples where a fitted mechanism was
later shown to be erroneous. We have undertaken a thorough comparison
between the phenomenological equations and the results of a kinetic
Monte Carlo (kMC) simulations performed on the same system. We showed
that the PK equations are qualitatively consistent with the kMC results
but are quantitatively erroneous as a result of interplays between the
adsorption and desorption events.
Sponsor of Seminar: Lin-Wang Wang
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