O. Engkvist et G. Karlstrom, A METHOD TO CALCULATE THE PROBABILITY-DISTRIBUTION FOR SYSTEMS WITH LARGE ENERGY BARRIERS, Chemical physics, 213(1-3), 1996, pp. 63-76
A new way to calculate free energy differences in a molecular system i
s presented. The fundamental idea involves using a modified Monte Carl
o procedure to automatically generate an umbrella sampling potential.
This potential will have the property of making all conformations of t
he molecule equally probable at convergence. Thus the final umbrella p
otential will be equal to the negative value of the potential of mean
force, Two examples will be given. In the first example, simulations o
f 1,2-dimethoxyethane have been performed in gas phase with the new me
thod and with the standard Metropolis algorithm. In the second approac
h we have applied the proposed scheme to study the effective interacti
on between two hard walls mediated by hard spheres. The newly develope
d technique has been compared with a standard Metropolis algorithm and
with a direct integration of the force exerted on the walls. Comparis
on between the three techniques reveals that the new method converges
much faster to a correct potential of mean force than standard techniq
ues, provided that the studied barriers are much higher than kT.