Enhanced utility of AI/ML methods during lead optimization by inclusion of 3D ligand information
AI/ML methods in drug discovery are maturing and their utility and impact is likely to permeate many aspects of drug discovery including lead finding and lead optimization.Typical methods utilize ML-models for structure-property prediction with simple 2D-based chemical representations of the small molecules.Further, limited data, especially pertain