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    • What is molecular docking?
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  2. Molecular docking

Molecular docking

Predicting how a molecule sits in a protein pocket, how docking scores work, and where modern AI docking fits.

What is molecular docking? Molecular docking predicts how a small molecule fits into a protein's binding site and estimates how well it binds, using a search algorithm and a scoring function. What is a docking score? A docking score is a scoring function's estimate of how favourably a ligand pose interacts with a protein; it is useful for ranking but is not a measured binding affinity. What is DiffDock? DiffDock is an open-source deep-learning docking method that uses a diffusion generative model to place a ligand on a protein without a predefined binding box. What is a binding site? A binding site is the region of a protein where a ligand binds; its shape and chemistry determine which molecules can bind and how druggable the target is.

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Pyxis Discovery combines macrocycle and small-molecule libraries with similarity search, docking and structure prediction in the browser.

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