Distribution and pressure of active Levy swimmers under confinement
ORAL
Abstract
Many active matter systems are known to perform Levy walks during migration
or foraging. Such superdiffusive transport indicates long-range correlated
dynamics. These behavior patterns have been observed for microswimmers
such as bacteria in microfluidic experiments, where Gaussian noise assumptions
are insufficient to explain the data. We introduce active Levy swimmers to
model such behavior. The focus is on ideal swimmers that only interact with the
walls but not with each other, which reduces to the classical Levy walk model
but now under confinement. We study the density distribution in the channel and
force exerted on the walls by the Levy swimmers, where the boundaries require
proper explicit treatment. We analyze stronger confinement via a set of coupled
kinetics equations and the swimmers’ stochastic trajectories. Previous literature
demonstrated that power-law scaling in a multiscale analysis in free space
results in a fractional diffusion equation. We show that in a channel, in the weak
confinement limit active Levy swimmers are governed by a modified Riesz
fractional derivative. Leveraging recent results on fractional fluxes, we derive
steady state solutions for the bulk density distribution of active Levy swimmers
in a channel, and demonstrate that these solutions agree well with particle simulations.
The profiles are non-uniform over the entire domain, in contrast to
constant-in-the-bulk profiles of active Brownian and run-and-tumble particles.
Our theory provides a mathematical framework for Levy walks under confinement
with sliding no-flux boundary conditions and provides a foundation for
studies of interacting active Levy swimmers.
or foraging. Such superdiffusive transport indicates long-range correlated
dynamics. These behavior patterns have been observed for microswimmers
such as bacteria in microfluidic experiments, where Gaussian noise assumptions
are insufficient to explain the data. We introduce active Levy swimmers to
model such behavior. The focus is on ideal swimmers that only interact with the
walls but not with each other, which reduces to the classical Levy walk model
but now under confinement. We study the density distribution in the channel and
force exerted on the walls by the Levy swimmers, where the boundaries require
proper explicit treatment. We analyze stronger confinement via a set of coupled
kinetics equations and the swimmers’ stochastic trajectories. Previous literature
demonstrated that power-law scaling in a multiscale analysis in free space
results in a fractional diffusion equation. We show that in a channel, in the weak
confinement limit active Levy swimmers are governed by a modified Riesz
fractional derivative. Leveraging recent results on fractional fluxes, we derive
steady state solutions for the bulk density distribution of active Levy swimmers
in a channel, and demonstrate that these solutions agree well with particle simulations.
The profiles are non-uniform over the entire domain, in contrast to
constant-in-the-bulk profiles of active Brownian and run-and-tumble particles.
Our theory provides a mathematical framework for Levy walks under confinement
with sliding no-flux boundary conditions and provides a foundation for
studies of interacting active Levy swimmers.
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Publication: Zhou, Tingtao, et al. "Distribution and pressure of active Lévy swimmers under confinement." Journal of Physics A: Mathematical and Theoretical (2021).
Presenters
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(Edmond) Tingtao Zhou
California Institute of Technology
Authors
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(Edmond) Tingtao Zhou
California Institute of Technology
-
Mamikon Gulian
Center for Computing Research, Sandia National Laboratories
-
Zhiwei Peng
California Institute of Technology
-
John F Brady
Caltech