CENTER FOR COMPUTATIONAL MATHEMATICS COLLOQUIUM
UNIVERSITY OF COLORADO AT DENVER
TITLE: Mathematical and Computational Problems Arising
in Models of Biological Molecules and Membranes
SPEAKER: Michael Holst, Applied Mathematics, California Institute of Technology
DATE: Tuesday, February 20, 1996
PLACE: Math Conference Room - Suite 540
UCD Building, 1250 14th St., Denver
TIME: noon - 1 pm
ABSTRACT
In this talk we will focus on the mathematical formulation and numerical
solution of nonlinear electrostatic and elastostatic problems arising in
the modeling of biological molecules and membranes. These types of
problems have several interesting features impacting both theoretical
analysis and numerical algorithms, including discontinuous coefficients,
rapid nonlinearities, and complex geometric shapes in three spatial
dimensions. Furthermore, numerical solutions to these problems can
provide insight into the biological mechanisms which lead to disorders
such as Lou Gehrig's disease, multiple sclerosis, and AIDS.
A Poisson-Boltzmann equation is first derived from a continuum
electrostatic model of a biomolecule in a solvent, which leads to a
coupled nonlinear elliptic system when an immersed membrane is modeled
with large-deformation elasticity theory. Solvability of the system is
considered using standard function-space methods, and inexact-Newton
-multilevel methods are developed for the discretized equations. The
methods are analyzed using a general operator-theoretic framework, and
some numerical results are presented for models of the HIV protease and
SOD, an enzyme which has recently been linked to Lou Gehrig's disease.
We discuss some preliminary attempts to model myelin breakdown, a process
which leads to multiple sclerosis. We briefly outline the implementations
in CC++, a minimal superset of C++ developed at Caltech, which provides
some convenient tools for parallel computing.
This is joint work with several people at the California Institute of
Technology, Columbia University, Boston University, and the University of
Illinois at Urbana-Champaign.