The Santa Fe Institute Colloquium Series is pleased to
announce
PDE and CA Modeling of Three-Dimensional
Excitable Media
Presented by: Chris Henze
of
Virginia Tech, Department of Biology
ABSTRACT
Excitable media support undamped propagating waves of activity,
such as the slowly moving waves of cAMP release in lawns of Dictyostelium, or
the rapidly spreading waves of electrical depolarization in heart tissue. Such
waves provide striking and important examples of spatiotemporal
self-organization, and are of particular interest when they form spirals (in 2D)
or scrolls (in 3D). Although excitable media typically possess a globally
attracting steady-state, spiral and scroll waves are self-perpetuating, and can
keep the medium indefinitely in a nonuniform and continuously evolving state far
from equilibrium. Spiral waves typically drive the system at near-maximal
frequency and are highly stable to outside perturbations -- this may be a good
thing in the case of Dictyostelium, but is decidedly a bad thing in large
mammalian hearts, where rapidly rotating scroll waves are thought to produce
ventricular fibrillation. Traditional (non-computer) experiments and analytical
approaches to the problems of understanding scroll wave dynamics are hard and
have met with limited success. I will present the results of many large-scale
computer simulations of 3D excitable media, which relied upon numerical solution
of the underlying reaction-diffusion partial differential equations. These
simulations uncovered a half-dozen or so new periodic solutions to the PDE's,
and revealed several important qualifications of the theoretically derived
notion that the scroll dynamics are determined by the local differential
geometry of the singularity. Secondly, I will discuss my recent attempts at more
efficient modeling of 3D excitable media with cellular automata. The CA update
rules are derived directly from the reaction kinetics, allowing comparison of
the CA behavior against a meaningful standard. In both the PDE and CA
methodologies, making sense of the simulations requires extensive graphical and
geometric analyses, which will also be described.