Another approach to making the protocol work more favorable could be to enhance sampling of the protein during the NCMC portion of the simulation. One way to accomplish this could be to incorporate a REST-like scheme 47 in which the protein sidechain intramolecular potential energies are scaled down and then back up over the course of the NCMC protocol, which could allow the protein to respond more quickly to the insertion of the ligand.