Mathematical Biology Seminar
Paul Atzberger
Mathematics, Rennsaelaer Polytechnic Institute,
Wednesday Jan 11, 2005
3:05pm in LCB 215 "A Stochastic Immersed Boundary
Method
Incorporating Thermal Fluctuations : Toward
Modeling Cellular Micromechanics"
The mechanics of many cellular
systems involve elastic structures
which interact with a fluid, for
example the outer cell membrane deforms
during protrusions generated during motility
and cell organelles such as the Golgi Apparatus
and Mitochondria involve membranes which
deform and bud vesicular and tubular structures
during biological processes. Modeling, analyzing,
and simulating the mechanics of such systems
presents many mathematical challenges.
The immersed boundary method is one modeling
approach for such systems, and has been
applied to many macroscopic biological
problems, such as blood flow in
the heart and lift generation in insect flight. At the length scales
of cells
and cell organelles,
thermal fluctuations also become significant and
must be taken into account. In this talk we
discuss an extension of the immersed
boundary method framework which incorporates
thermal fluctuations through appropriate
stochastic forcing terms in the fluid
equations. This gives a system of
stiff SPDE's for which standard numerical
approaches perform poorly. We discuss a
novel stochastic numerical method which
exploits stochastic calculus to handle
stiff features of the equations. We
further show how this numerical method can
be applied in practice to model the basic
microscopic mechanics of polymers, polymer knots,
membrane sheets, and vesicles. We also
discuss preliminary work on modeling the
dynamics of cell organelle structures.
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