Computer-implemented methods and apparatus implement a hierarchy of molecular modeling techniques for predicting binding sites of ligands in proteins, designing new pharmaceuticals and understanding the interactions of proteins involved in microbial pathogens. The techniques employ a hierarchical strategy ranging from coarse grain to fine grain conformational search methods combined with hierarchical levels of accuracy in scoring functions.