TITLE:
"New Algorithms and the Statistical Physics
of Protein Folding"
SPEAKER:
Professor Ulrich H. E. Hansmann,
TIME: Thursday Feb. 8, 2001 at 4 PM
PLACE: George P. Williams, Jr. Lecture Hall, (Olin 101)
Michigan Technological University,
Houghton, MI
The protein-folding problem is to understand for a given protein the relation
between its sequence of amino acids and the set of thermally
accessible conformations; and to comprehend the mechanism by which the protein
folds into its biologically active structure.
In principle, such questions can be studied by computer simulations.
However, the energy landscape of proteins is characterized by a multitude of
local minima separated by high energy barriers. Hence,
low temperature simulations by canonical molecular dynamics or
Monte Carlo will
get trapped in configurations corresponding to one of these local minima.
We show how this so-called multiple-minima problem can be overcome by
new simulation techniques
such as parallel tempering and generalized-ensemble algorithms.
We demonstrate the effectiveness of this approach for
protein simulations, and study these molecules
from a statistical physics point of view. The free energy landscape and
structural transitions in small proteins are evaluated. For some homopolymers,
a set of critical exponents is calculated
which characterizes the helix-coil transition.
References