Targeting water offers opportunities to boost ligand binding affinity and it has proven instrumental in some known cases . In the current drug discovery climate, water energies can be readily predicted by computational approaches . One such method is WaterMap , which is based on inhomogeneous solvation theory , and evaluates the hydration site energies based on a short molecular dynamics (MD) simulation where non-solvent heavy atoms are restrained.