6.5 Parameterization for the wall interaction
6.5.1 Wall-water interactions
Figure 6.5: A snapshot of a frozen water in a die geometry in equilibrium. The wall beads are shown in gray. Blue points represent water (W) beads. Water molecules over-structure close to the wall surfaces. Inside the channel, water layers lock to each other leading to frozen regions. The standard CG MARTINI water [57] has a tendency to freeze and form a hexagonal lat- tice close to interfaces such as confined membranes, and solid surfaces [57]. Thus, we have chosen the polarizable MARTINI water model [58] as the CG water model in our system. The polarizable MARTINI water corrects many of the artifacts of the standard MARTINI water model. However, even the best available MARTINI water model must be modified to study surface systems. The chosen wall model and the parameters involved with interactions be- tween polarizable MARTINI water model and the surfaces should provide the no-slip no-stick boundary conditions under the flow. We modeled the walls as two layers of static beads on a fcc lattice in a die geometry and we tested the system over various strengths of interactions and lattice distances.
The wall structure was tested over various lattice distances (3.97,5.65,6.23,7.5 Å) and different fcc plane orientations ((111), (100), and (110)). For each, the density profile and the velocity profile was obtained for a range of LJ energy interactions (
WSURF= 0.5,0.9,1WW) and
LJ cut-off distances (5.27,9,11,75,12 Å). Moreover, a thermal wall model was tested in which each wall atom was independently linked to a spring force to tether to its initial position. In all
64 CHAPTER 6. WALLS AND THE WETTABILITY 5 10 15 20 25 30 0 0.5 1 Chammber -F=0.003 Channel-F=0.003 Chammber -F=0.0005 Channel-F=0.0005 280 300 320 0 0.5 1 900 1050 1200 0 0.5 1
Reduced size of the die in x
Reduced size of the box in x direction
V elocity m sec T emperature K ◦ Density kg 3m
Figure 6.6: From top to bottom: a) Profile velocity (secm) of water molecules in the y-direction of the flow subject to forces F=0.003 and 0.0005 kcal
molÅ. Velocity profile for chamber area is
shown in black circle (F=0.003) and blue cross (F=0.0005). In channel area, red circle and dark blue star shows velocity of high and low forces respectively. Applying a uniform-force on the system yields a Poiseuille-like flow in the system with a negligible slip length at the wall. The velocity smoothly comes to zero at the wall location. b) Temperature profile of the flowing fluid. c) Density profile (mkg3) of the water molecules at the equilibrium inside the chamber area.
The positions of channel walls are marked with vertical gray dashed lines in each plot. The density has peaks near the wall but these are small and typical of liquids near flat surfaces. the above simulations, we observed strong layering of polarizable water on the neutral walls. In energy levels close to the water/water interaction (
WSURF = 0.5,0.9,1WW), water molecules
stick to the walls and form a dipolar packing on the surface and eventually the system freezes (see fig. 6.5). For lower energy levels,
WSURF = 0.01WW, large slip occurs on the walls and
leads to voids in the system. To avoid the strong packing of water molecules on the surfaces, we randomly placed weak charges on the inner layer of wall beads to break the layering. The chosen parameters for the energy and charges on the wall give a strong enough interaction to only break the alignment of the dipoles on the wall without trapping other charged molecules on the wall. The interaction parameters between the polarizable water molecules and the wall beads were chosen to provide a no-slip boundary condition of water molecules under flow.
The beads in the outer layer of walls are neutral, while the beads of the inner layer are randomly charged withq = ±0.2e. The total charge of the inner surface layer is always zero,
6.5. PARAMETERIZATION FOR THE WALL INTERACTION 65 representing a CG mineral surface. The magnitude ofqis comparable to the partial charges on atoms in neutral molecules in all-atom force-fields such as OPLS. In Table 6.1, the new wall- water LJ interactions parametersare presented. There is no LJ interactions between charged water beads and neutral wall beads, however charged water beads have an LJ interaction with the inner wall beads withσ= 2.35 Å. For neutral water beads and wall beadsσ=4.7 Å. This arrangement of wall beads and interaction energies provides non-stick non-slip surfaces for the polarizable MARTINI water model under flow without strong layering of CG water molecules on the surfaces. The velocity, temperature, and density profiles of water molecules are shown in Fig. 6.6. As is shown in Fig. 6.6, the velocity smoothly comes to zero at the wall location. The density has peaks near the wall but these are small and typical of liquids near flat surfaces.
Table 6.1: LJ energy interactions for wall-water beads.
LJ(0.5× kcal mol) W W M W P Wall0 0.04 0 0 Wall− 0.04 0.836 0.956 Wall+ 0.04 0.956 0.836