chapter 3 section 3.3



CELL MODEL CALCULATIONS

 

 

Figure:   Uncorrelated cell model calculation of the fraction of cell volume where the central particle interacts with k neighbors as a function of . Top figure: two dimensional hexagonal lattice. The curves represent from left to right, k=0,1...6. Bottom figure: three dimensional fcc structure. From left to right curves for k=0,1...12.

To gain a better intuitive understanding of the solid-solid transition in the square well model, it is instructive to compare the simulation results with a simple theoretical approach, vis. the uncorrelated cell model. The cell model is based on the idea that an atom in a solid is essentially confined to the ``cell'' formed by its nearest neighbors [64]. In the uncorrelated, single occupancy version of the cell model [65,66] the configurational part of the partition function of a N-particle system is approximated by

 

where is the potential energy of the system, and is the potential energy of an atom and its nearest neighbors. Here it is assumed that a cell can contain at most one particle and that all correlations between cells can be ignored. If one further assumes that every particle moves independently in a regular fixed polyhedron formed by its neighbors fixed at their lattice positions, the second integral of eqn. 3.11 can be easily evaluated.
We use the square-well model to describe the short ranged attractive interaction. Because the square well potential is a step function, the cell volume can be divided into different regions characterized by the number of neighbors within the range of its attractive well. The partition function can now be expressed in terms of cell volume fractions in which the particle interacts with k particles simultaneously

 

where is the parameter defined in eqn. 3.6, m is the maximum number of neighbors and the volume of the cell. This volume depends on the dimensionality and the crystal structure. For a three dimensional fcc structure the cell is a dodecahedron with a volume , where a, the radius of the cell, is defined as before . In a two-dimensional triangular lattice,.
The Helmholtz free energy of the solid is given by the logarithm of the partition function

 

 

Figure:  Phase diagrams in the plane for the square well potential in the uncorrelated cell model approximation. Top figure: Coexistence curves for a two dimensional hexagonal lattice. From right to left =0.01, 0.02, 0.03, 0.04 and 0.05. Bottom figure: Coexistence curves for a three dimensional fcc lattice. From right to left =0.01, 0.02, 0.03, 0.04, 0.05 and 0.06. In both figures no critical temperature is obtained due to discontinuities in the derivatives of the cell model free energy.

The first term can be interpreted as the entropy of an ideal lattice gas, while the second term is the contribution due to the attractive interactions.

Figure 3.6 shows for the triangular and fcc crystal structures the cell volume fraction as a function of x. For sufficiently short-ranged potentials, the solid can be expanded to a density where a is much larger than the width of the attractive well . In that case, a given particle can only have a few neighbors within the range of its attractive well. When the density is increased the particle interacts with more neighbors. At =1 the particle has exactly half the number of neighbors within the potential range. Once the density is so high that 2, then every particle interacts with all its nearest neighbors simultaneously. This behavior leads to a fairly abrupt lowering of the potential energy of the system.

At low temperatures, this decrease of the energy on compression will outweigh the loss of entropy that is caused by the decrease of the free volume . The Helmholtz free energy F will then exhibit an inflection point, and a first-order transition to a ``collapsed'' solid will result.
By application of a double tangent construction we can compute the coexisting densities as a function of temperature. Figure 3.7 shows the coexistence curves in the temperature density plane for different values of the attractive well depth . Indeed the cell model predicts a phase separation at high density and small well width . The coexistence gap becomes larger when the temperature is lowered. A spurious feature of this simple cell model is that it does not predict a finite critical temperature. This stems from the fact that in the cell model there is always a discontinuity in the pressure and chemical potential that leads to a phase transition at all temperatures. The discontinuity originates from the sharp change in the volume fraction at (see figure 3.6) in the uncorrelated cell model approximation. As the discontinuity of the pressure always takes place at a density where , a very simple expression for the critical density follows

 

where denotes the density of the solid at regular close packing.
As can be seen in figure 3.8, the dependence of the critical density on obtained from the simulations is described remarkably well by eqn. 3.14, despite the fact that the finite critical temperature is not predicted by the cell model calculations. When all correlations are taken into account the discontinuities in the free energy derivatives should disappear and a finite critical temperature will result. Of course, more sophisticated cell model and cell cluster theories that deal with the correlations exists [57,67], but are not necessary for our purpose. In a recent paper, Daanoun et al. [68] used a van der Waals-like approximation to compute the phase diagram of a square-well system. Although this approach also ignores all correlation effects, these theoretical calculations reproduce the essential features of our simulation data. Even better agreement has been found in recent density-functional theory calculations by Likos et al. [69].

 

Figure:  Solid-solid critical density of square-well systems, as a function of the well width . The circles denote the simulation results, while the solid curve denotes the prediction of the uncorrelated cell model. The upper figure refers to two dimensions while the lower figure shows the three dimensional case.



chapter 3 section 3.3


Peter Bolhuis
Tue Sep 24 20:44:02 MDT 1996