Sampling rare events in nonequilibrium and nonstationary systems

被引:45
作者
Berryman, Joshua T. [1 ]
Schilling, Tanja
机构
[1] Johannes Gutenberg Univ Mainz, Mainz, Germany
关键词
NUCLEATION; TRANSITION; DYNAMICS; KINETICS; MODEL; SIMULATIONS; ENSEMBLE; COMPLEX;
D O I
10.1063/1.3525099
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Although many computational methods for rare event sampling exist, this type of calculation is not usually practical for general nonequilibrium conditions, with macroscopically irreversible dynamics and away from both stationary and metastable states. A novel method for calculating the time-series of the probability of a rare event is presented which is designed for these conditions. The method is validated for the cases of the Glauber-Ising model under time-varying shear flow, the Kawasaki-Ising model after a quench into the region between nucleation dominated and spinodal decomposition dominated phase change dynamics, and the parallel open asymmetric exclusion process. The method requires a subdivision of the phase space of the system: it is benchmarked and found to scale well for increasingly fine subdivisions, meaning that it can be applied without detailed foreknowledge of the physically important reaction pathways. (C) 2010 American Institute of Physics. [doi:10.1063/1.3525099]
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页数:10
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