Computing probabilities of very rare events for Langevin processes: a new method based on importance sampling
Nuclear Theory
2009-10-31 v1
Abstract
Langevin equations are used to model many processes of physical interest, including low-energy nuclear collisions. In this paper we develop a general method for computing probabilities of very rare events (e.g. small fusion cross-sections) for processes described by Langevin dynamics. As we demonstrate with numerical examples as well as an exactly solvable model, our method can converge to the desired answer at a rate which is orders of magnitude faster than that achieved with direct simulations of the process in question.
Keywords
Cite
@article{arxiv.nucl-th/9809075,
title = {Computing probabilities of very rare events for Langevin processes: a new method based on importance sampling},
author = {O. Mazonka and C. Jarzynski and J. Blocki},
journal= {arXiv preprint arXiv:nucl-th/9809075},
year = {2009}
}
Comments
18 pages + 7 figures, to appear in Nucl.Phys.A