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I would like to work on a project that involves the prediction of protein-ligand binding kinetics. What might be the feature that is relevant for the prediction?

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This is a comment to redirect to other answers, but go too long.

Docking is the in silico prediction of where a ligand binds in a protein.

There are several Q&As about docking here that are relevant, so please check out:

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