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Rejection Enhanced Off-Lattice Kinetic Monte Carlo

Date Issued
May 1, 2019
Author(s)
Ruzayqat, Hamza Mahmoud
Advisor(s)
Tim Schulze
Additional Advisor(s)
Ohannes Karakashian
Steven Wise
Haixuan Xu
Permanent URI
https://trace.tennessee.edu/handle/20.500.14382/26700
Abstract

We introduce a new kinetic Monte Carlo (KMC) algorithm for off-lattice simulation. In off-lattice KMC one needs to calculate the rates for all possible moves from the current state by searching the energy landscape for index-1 saddle points surrounding the current basin of attraction. We introduce a rejection scheme where the true rates are replaced by rate estimates. This is done by first associating each saddle point with a key atom defined to be the atom that moves the most or that corresponds to the largest energy change if the transition were to take a place, then constructing an estimate for the total rate associated with each atom by using a nearest-neighbor bond count. These estimates allow one to select a set of possible transitions, one of which is accepted or rejected based on a localized saddle point search focused on a particular atom. In principle, this allows a performance boost that scales with the number of particles in the system. We test the method on a growing two-species nanocluster with an emerging core-shell structure bound by Lennard-Jones potential. In addition to that, we give a detailed review for the dimer method used in this study to locate index-1 saddle points on the potential energy surface.

Subjects

kmc

off-lattice kmc

rejection

atomic simulation

lattice

kinetic monte carlo

Degree
Doctor of Philosophy
Major
Mathematics
File(s)
Thumbnail Image
Name

utk.ir.td_12191.pdf

Size

6.63 MB

Format

Adobe PDF

Checksum (MD5)

ade1ca964d95761ff81017e2967fe02e


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