Statistical potentials and scoring functions applied to protein-ligand binding
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Updated: Oct 8, 2026

Protein Target Prediction and Validation of Small Molecule Compound
Published on: February 23, 2024
1Department of Pharmaceutical Chemistry, Philipps University of Marburg, Marbacher Weg 6, 35032 Marburg, Germany.
Abstract:
In virtual screening, small-molecule ligands are docked into protein binding sites and their binding affinity is predicted. Knowledge-based, regression-based and first-principle-based methods have been developed to rank computer-generated binding modes. As a result of still existing deficiencies, a best compromise might be the combination of several scoring schemes into a consensus scoring approach.
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