“…The cluster expansion (CE) formalism (Connolly and Williams, 1983;De Fontaine, 1994;Ducastelle, 1991;Laks et al, 1992;Sanchez et al, 1984;Zunger, 1994) allows one to fit a series-type Hamiltonian to the formation energy values of a few supercell configurations as a set of effective cluster interactions (ECIs), pairs, triplets, quadruplets, and higher n-tuplets to allow faster energy evaluation. The energy to be fitted can be calculated with empirical potentials or electronic structure methods such as density functional theory (DFT) as demonstrated for alloys (Barabash et al, 2009;Chen et al, 2015;Gao et al, 2013;Ghosh et al, 2008;Liu and Zunger, 2009;Liu et al, 2005;Ravi et al, 2012;van de Walle et al, 2004), semiconductors (Burton et al, 2011Kumagai et al, 2012;Li et al, 2015;Usanmaz et al, 2015;Xue et al, 2014), ionic compounds (Burton and van de Walle, 2012a, 2012bBurton et al, 2012), and minerals including carbonates (Burton and van de Walle, 2003;Vinograd et al, 2009Vinograd et al, , 2007Vinograd et al, , 2006.…”