ALEX 2018 Workshop: Abstracts
Mass transport in Fokker-Planck equations with tilted periodic potential
Michael Herrmann and Barbara Niethammer,
(1) Technische Universität Carolo-Wilhelmina zu Braunschweig (Germany)
(2) Hausdorff Center for Mathematics, Universität Bonn (Germany)
We consider the Fokker-Planck equation
(1) |
with small parameters and , where denotes an internal scalar state variable. It describes the evolution of the probability density of a particle that undergoes a random walk under the influence of the potential and a force term . Here we are interested in the case that is smooth and periodic, and is fixed, such that the effective potential is tilted, but still has local minima that represent metastable traps for the particles. Our goal is to derive a simple equation for the dynamics in the limit of vanishing and (appropriately chosen) .
Since is small, develops narrow peaks located at the local minima of , but since the peaks still exchange mass on the Kramers time scale , where and depend on and . We present a simple approach [HN18] how to derive rigorously in the limit , with , the effective limit dynamics for the mass exchange between the local wells.
Our result is closely related to, and also applies to, the case of potentials with two wells that have been studied in [AMP, HN11, PSV10] for symmetric potentials. One advantage of our approach is that it also applies to the case of asymmetric energy landscapes.
Acknowledgments: The authors are partially supported by the DFG through the CRC 1060 The mathematics of emergent effects.
References
- AMP S. Arnrich, A. Mielke, M.A. Peletier, G. Savaré, and M. Veneroni. Passing to the limit in a Wasserstein gradient flow: from diffusion to reaction. Calc. Var. Partial Differential Equations, 44(3-4), 2012.
- HN11 M. Herrmann and B. Niethammer. Kramers’ formula for chemical reactions in the context of Wasserstein gradient flows. Commun. Math. Sci., 9(2):623–635, 2011.
- HN18 M. Herrmann and B. Niethammer. Mass transport in Fokker-Planck equations with tilted periodic potentials. Preprint, arxiv:1801.07095
- PSV10 M.A. Peletier, G. Savaré, and M. Veneroni. From diffusion to reaction via -convergence. SIAM J. Math. Anal., 42(4), 2010.