Estimating configurational entropy of complex molecules: A novel variable transformation approach

One of the serious challenges is to develop a methodology for accurately estimating the configurational entropy of macromolecules. We propose an effective scheme by using a variable transformation approach in combination with the independent component analysis concept. The validity of the new approach is demonstrated by presenting results of alanine and β-hairpin peptides in aqueous solution. It is shown that the new method is very fast, simple but yields estimates of the entropy which are much closer to the exact entropy than previously available techniques.