First passage time distribution in heterogeneity controlled kinetics: Going beyond the mean first passage time
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First passage time distribution in heterogeneity controlled kinetics : Going beyond the mean first passage time. / Godec, Aljaz; Metzler, Ralf.
In: Scientific Reports, Vol. 6, 20349, 08.02.2016.Research output: Contribution to journal › Article › Scientific › peer-review
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TY - JOUR
T1 - First passage time distribution in heterogeneity controlled kinetics
T2 - Going beyond the mean first passage time
AU - Godec, Aljaz
AU - Metzler, Ralf
PY - 2016/2/8
Y1 - 2016/2/8
N2 - The first passage is a generic concept for quantifying when a random quantity such as the position of a diffusing molecule or the value of a stock crosses a preset threshold (target) for the first time. The last decade saw an enlightening series of new results focusing mostly on the so-called mean and global first passage time (MFPT and GFPT, respectively) of such processes. Here we push the understanding of first passage processes one step further. For a simple heterogeneous system we derive rigorously the complete distribution of first passage times (FPTs). Our results demonstrate that the typical FPT significantly differs from the MFPT, which corresponds to the long time behaviour of the FPT distribution. Conversely, the short time behaviour is shown to correspond to trajectories connecting directly from the initial value to the target. Remarkably, we reveal a previously overlooked third characteristic time scale of the first passage dynamics mirroring brief excursion away from the target.
AB - The first passage is a generic concept for quantifying when a random quantity such as the position of a diffusing molecule or the value of a stock crosses a preset threshold (target) for the first time. The last decade saw an enlightening series of new results focusing mostly on the so-called mean and global first passage time (MFPT and GFPT, respectively) of such processes. Here we push the understanding of first passage processes one step further. For a simple heterogeneous system we derive rigorously the complete distribution of first passage times (FPTs). Our results demonstrate that the typical FPT significantly differs from the MFPT, which corresponds to the long time behaviour of the FPT distribution. Conversely, the short time behaviour is shown to correspond to trajectories connecting directly from the initial value to the target. Remarkably, we reveal a previously overlooked third characteristic time scale of the first passage dynamics mirroring brief excursion away from the target.
U2 - 10.1038/srep20349
DO - 10.1038/srep20349
M3 - Article
VL - 6
JO - Scientific Reports
JF - Scientific Reports
SN - 2045-2322
M1 - 20349
ER -