Repository: Freie Universit├Ąt Berlin, Math Department

A spatial averaging approach to rare-event sampling

Doll, J. D. and Gubernatis, J. E. and Plattner, N. and Meuwly, M. and Dupuis, P. and Wang, H. (2009) A spatial averaging approach to rare-event sampling. The Journal of Chemical Physics, 131 (10). p. 104107. ISSN 00219606

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Official URL: http://dx.doi.org/10.1063/1.3220629

Abstract

We describe a method for treating the sparse or rare-event sampling problem. Our approach is based on the introduction of a family of modified importance functions, functions that are related to but easier to sample than the original statistical distribution. We quantify the performance of the approach for a series of example problems using an asymptotic convergence analysis based on transition matrix methods.

Item Type:Article
Subjects:Physical Sciences > Chemistry > Physical Chemistry
ID Code:1262
Deposited By: BioComp Admin
Deposited On:19 Apr 2013 16:02
Last Modified:19 Apr 2013 16:02

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