To find out the roots of the above differences, we compare the force
used in a typical force-field MD simulation with the force derived
from the density-functional theory (DFT). In the latter, the force
depends on the relative orientations between two molecules, while
the Lennard-Jones force can be regarded as the average over all possible
orientations between them. Table 3 lists the Lennard-Jones
potential parameters of methane and water used in the plotting of
Fig. 13. Fig. 17 compares the forces between
methane and water. Water has a permanent dipole moment which can generate
an induced dipole in a nearby methane molecule. We found that the
Lennard-Jones force between water and methane is more repulsive at
short distance than the force derived from DFT. This means, among
other things, water molecules can stay closer to methane molecules
(easier to squeeze in between two methane molecules). At distance
between Å to Å, an important difference between
Lennard-Jones potentials (less attractive) and DFT (strongly attractive)
has the following consequence. When two methane molecules lie between
Å to Å, there is a net attractive interaction
between two methane molecules due to the water molecules in the middle.
This should increase the depth of the contact potential minimum, in
accord with the quantum-mechanical result.
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