In this paper, a new model is introduced to predict entropy of fusion of nitroaromatic compounds, which can be used for some well-known high explosives such as 2,4,6-trinitrotoluene (TNT) and N-methyl-N,2,4,6-tetranitroaniline (TETRYL). Novel correlation contains two different functions for which elemental composition and symmetry of nitroaromatic compounds are used to present additive and nonadditive contributions, respectively. The presence of some molecular fragments may influence the value of non-additive function. The root-mean-square (rms) deviation of predictions of entropy of fusion from 66 measured values (corresponding to 61 molecules) is 7.88 J/K mol. The predicted results are compared with one of the best available semi-empirical methods, which show the reliability of the new method is relatively good. (C) 2010 Elsevier B.V. All rights reserved.