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Next: DUFF Energy Functions
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Dipolar Unified-Atom Force Field
The dipolar unified-atom force field (DUFF) was developed to
simulate lipid bilayers. These types of simulations require a model
capable of forming bilayers, while still being sufficiently
computationally efficient to allow large systems (
100's of
phospholipids,
1000's of waters) to be simulated for long times
(
10's of nanoseconds). With this goal in mind, DUFF has no
point charges. Charge-neutral distributions are replaced with dipoles,
while most atoms and groups of atoms are reduced to Lennard-Jones
interaction sites. This simplification reduces the length scale of
long range interactions from
to
,
removing the need for the computationally expensive Ewald
sum. Instead, Verlet neighbor-lists and cutoff radii are used for the
dipolar interactions, and, if desired, a reaction field may be added
to mimic longer range interactions.
As an example, lipid head-groups in DUFF are represented as
point dipole interaction sites. Placing a dipole at the head group's
center of mass mimics the charge separation found in common
phospholipid head groups such as phosphatidylcholine.[15]
Additionally, a large Lennard-Jones site is located at the
pseudoatom's center of mass. The model is illustrated by the red atom
in Fig. 3.1. The water model we use to
complement the dipoles of the lipids is a
reparameterization[16] of the soft sticky dipole (SSD)
model of Ichiye
et al.[17]
Figure 3.1:
A
representation of the lipid model.
is the torsion angle,
is the bend angle, and
is the dipole moment of the head
group.
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A set of scalable parameters has been used to model the alkyl groups
with Lennard-Jones sites. For this, parameters from the TraPPE force
field of Siepmann et al.[18] have been
utilized. TraPPE is a unified-atom representation of n-alkanes which
is parametrized against phase equilibria using Gibbs ensemble Monte
Carlo simulation techniques.[18] One of the advantages
of TraPPE is that it generalizes the types of atoms in an alkyl chain
to keep the number of pseudoatoms to a minimum; thus, the parameters
for a unified atom such as
CH
do not change depending on
what species are bonded to it.
As is required by TraPPE, DUFF also constrains all bonds to be
of fixed length. Typically, bond vibrations are the fastest motions in
a molecular dynamic simulation. With these vibrations present, small
time steps between force evaluations must be used to ensure adequate
energy conservation in the bond degrees of freedom. By constraining
the bond lengths, larger time steps may be used when integrating the
equations of motion. A simulation using DUFF is illustrated in
Scheme 3.2.
Subsections
Next: DUFF Energy Functions
Up: The Empirical Energy Functions
Previous: The Lennard Jones Force
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