Jian Liu

Persistent Local Laplacian Prediction of Protein–Ligand Binding Affinities

Abstract Accurate prediction of protein–ligand binding affinity remains a central challenge in structure-based drug discovery. The effectiveness of machine learning models critically depends on the quality of molecular representations, for which advanced mathematical frameworks p...