TY - JOUR
T1 - Pathways of maximum likelihood for rare events in nonequilibrium systems
T2 - Application to nucleation in the presence of shear
AU - Heymann, Matthias
AU - Vanden-Eijnden, Eric
PY - 2008/4/9
Y1 - 2008/4/9
N2 - Even in nonequilibrium systems, the mechanism of rare reactive events caused by small random noise is predictable because they occur with high probability via their maximum likelihood path (MLP). Here a geometric characterization of the MLP is given as the curve minimizing a certain functional under suitable constraints. A general purpose algorithm is also proposed to compute the MLP. This algorithm is applied to predict the pathway of transition in a bistable stochastic reaction-diffusion equation in the presence of a shear flow, and to analyze how the shear intensity influences the mechanism and rate of the transition.
AB - Even in nonequilibrium systems, the mechanism of rare reactive events caused by small random noise is predictable because they occur with high probability via their maximum likelihood path (MLP). Here a geometric characterization of the MLP is given as the curve minimizing a certain functional under suitable constraints. A general purpose algorithm is also proposed to compute the MLP. This algorithm is applied to predict the pathway of transition in a bistable stochastic reaction-diffusion equation in the presence of a shear flow, and to analyze how the shear intensity influences the mechanism and rate of the transition.
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U2 - 10.1103/PhysRevLett.100.140601
DO - 10.1103/PhysRevLett.100.140601
M3 - Article
AN - SCOPUS:42149098337
SN - 0031-9007
VL - 100
JO - Physical Review Letters
JF - Physical Review Letters
IS - 14
M1 - 140601
ER -