Nature Machine Intelligence · 2025 · 21 citations · 48 references
PharmacyMedicinal ChemistryPharmacologyDrug DesignDrug DiscoveryLead OptimizationHit-to-lead OptimizationLead Compound DesignLead DiscoveryLigand BindingMolecular DockingProtein-ligand DockingMolecular Property OptimizationStructure-based Lead DiscoveryStructure-guided Lead Discovery
48
LightGBM: A Highly Efficient Gradient Boosting Decision Tree
Guolin Ke, Qi Meng, Thomas Finley et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2017 · 9.5K citations · Full text
Extended-Connectivity Fingerprints
David Rogers, Mathew Hahn · Journal of Chemical Information and Modeling · 2010 · 7.6K citations
ChEMBL: a large-scale bioactivity database for drug discovery
Anna Gaulton, Louisa J. Bellis, A. Patrícia Bento et al. · Nucleic Acids Research · 2011 · 4.5K citations · Full text