Extended diffusion theory: Recovering dynamics from biased/accelerated molecular simulations
Academic Article
Publication Date:
2020
abstract:
Dynamical properties are of great importance in determining the behavior of syn-
thetic and natural molecules, but capturing them by computational methods is a non-
trivial task. Very often the time scales of the relevant phenomena are far beyond the
typical time windows accessible by classical Molecular Dynamics (MD) simulations,
currently limited to the order of microseconds on standard laboratory workstations.
On the other hand, biased and accelerated simulations allow for fast and thorough
exploration of the molecular conformational space, but they lose the dynamic infor-
mation. The problem of recovering dynamics from biased/accelerated simulations is a
very active field of research, but no totally robust/reliable solutions have been given
yet. In this paper it is shown how the Smoluchowski equation, in the framework of
Diffusion Theory (DT), can be used to bridge this gap, and dynamical properties, in
the form of time correlation functions (TCFs), can be extracted also from such kind of
simulations. DT is first extended (EDT) to express the mobility tensors entering the
Smoluchowski operator in terms of a recently introduced unified and regularized
Rotne-Prager-Yamakawa approximation, [P. J. Zuk, E. Wajnryb, K. A. Mizerski,
P. Szymczak, J. Fluid. Mech. 2014, 741, R5, 1-13] also involving mixed rotation-trans-
lation contributions, and rotation-rotation terms beside the classical translation-
translation ones, so far used in DT. Then, the method is applied to recover the
dynamics of a nontrivial example of a peptide in explicit water from the first 200 ns
of a Replica Exchange Molecular Dynamics simulation, which is a popular computa-
tional method that destroys the long time dynamics. EDT dynamics were found to
favorably compare against those coming from a standard MD simulation of the same
system, requiring a time window of 30 microseconds to converge. This result shows that EDT is
a tool of practical value to recover the long time dynamics of systems in diffusive
regimes from biased/accelerated simulations, to be exploited in those cases when
direct evaluation by standard MD is unfeasible.
Iris type:
01.01 Articolo in rivista
Keywords:
Extended Diffusion Theory; Mobility Tensor; Smoluchowski equation; Accelerated/Biased simulation; Time Correlation Functions; REMD; MD; Segmental Relaxation; hydrodynamic interactions
List of contributors:
Rapallo, Arnaldo
Published in: