C. Wolverton et A. Zunger, COMPARISON OF 2 CLUSTER-EXPANSION METHODS FOR THE ENERGETICS OF PD-V ALLOYS, Physical review. B, Condensed matter, 50(15), 1994, pp. 10548-10560
The formation energies of substitutional transition-metal alloys are e
xamined by several means. First, two types of direct total-energy calc
ulations are considered, namely, (i) the local-density approximation (
LDA), and (ii) a tight-binding (TB) approximation thereof. Second, the
se directly calculated total energies are used to construct two Ising-
like cluster expansions that, if sufficiently accurate, could be used
to construct the full statistical mechanics of transition-metal alloys
. These are (a) the Connolly-Williams (CW) method, and (b) direct conf
igurational averaging (DCA). Finally, the ability of these two cluster
expansions [(a) and (b)] to fit and predict a large number of the und
erlying directly calculated [(i) and (ii)] total energies is tested, b
y the average prediction error chi. These tests are performed for a la
rge number of Pd-V alloys, and also to a more limited extent, for the
Pd-Rh, Pd-Ti, and Pt-V systems. We find for Pd-V that (i) direct TB ca
lculations show significant overbinding (too-negative formation energi
es) relative to the LDA, with average error of chi=112 meV/atom (a typ
ical formation energy of Pd0.50V0.50 is similar to -250 meV/atom); (ii
) the CW cluster expansion mimics quite well the results of the respec
tive direct calculations, whether LDA (chi=19 meV/atom) or TB (chi=19
meV/atom); (iii) the DCA cluster expansions provides a less accurate d
epiction of the TB energies on which it is based (chi=65 meV/atom); (i
v) the prediction errors for the equimolar random alloys are significa
ntly larger using the DCA than using the CW method. In Light of (i) ab
ove, it appears that the tight-binding model needs to be refined befor
e it can be used systematically for (either DCA or CW) cluster expansi
ons.