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since this is our first afternoon talk for you guys after lunch so I hope you are uh asking a lot of questions to stay awake um so what Iamp;#39;m going to uh talk about is uh distributional modeling of molecules conformers uh blind docking and molecular design and this is quite reason work uh from our uh group um in the last uh conference and forthcoming conference so just as a sort of a very general uh motivation uh proteins obviously are important units in understanding how uh molecular systems are uh cell uh Works um protein activity protein protein interactions uh dysfunction of protein activity or interactions uh uh major uh underpinnings of diseases including cancer um so often we wish to modulate protein activity or there are interactions with small molecules and since say protein protein interacts an interface when protein protein two proteins bind together that interface is quite large in comparison to the small molecule that youamp;#39;re trying to modulate that interactio