Dear Pavel,
        
        yes, such an exact prediction of ordered water molecules might
        be very helpful. I was sure that somebody else had this idea
        already. 
        I was playing around with a few datasets truncated a low
        resolution (3.5 - 4.0 A) and then compared Rwork/Rfree using an
        input model with and without water molecules. Clearly the water
        molecules had a large contribution in the refinement of  these
        artificially truncated datasets. Sascha pointed me to an example
        in your paper from 2002:
        
        Lunin, V.Y., Afonine, P. & Urzhumtsev, A.G. (2002)
        "Likelihood-based refinement. 1. Irremovable model errors.".
        Acta Cryst., A58, 270-282. 
        
        I had a look into the  literature to get an idea and found
        several programs evaluating the inner shell water molecules and
        some programs predicting water positions. I had a try only on a
        few programs. I found that a nice summary is given in the
        publication on an approach called WaterDock:
        
        Ross GA, Morris GM, Biggin PC (2012) "Rapid and accurate
        prediction and scoring of water molecules in protein binding
        sites." PLoS One 7(3):e32036. 
        
        But before analyzing many structures and see whether it might
        work in general,  my aim is much simpler. I have high resolution
        structures of with water molecules and try to implement the
        ordered water molecules into the refinement of a protein complex
        at low resolution. My approach was maybe a bit of naive so far
        but I am sure there is good way to do that. 
        
        Best wishes, Guenter
        
      
      
        
        Hello,
        
        I tried this idea back in 2004. In a nutshell: using all (or
        categorized subset of) structures in PDB we can learn about
        distribution of structured water and given this knowledge we can
        build an a priori contribution of scattering arising from such
        water to the scattering of any given new structure or a
        structure at low resolution (where the water is not visible in
        maps).
        
        Either I did not spend enough time on this or the idea wasn't
        viable, but one way or another this did not work in my hands. I
        think it may be worth revisiting this 10 years later! Perhaps I
        would do it better now than back then!
        
        All the best,
        Pavel
        
        On 11/16/14 2:19 PM, Nathaniel
          Echols wrote:
        
        
          I will leave it to others to debate the wisdom
            of this strategy, but to answer the purely technical
            question: