Deep Origin

Protein-ligand binding affinity scoring model for virtual screening that generalizes to novel pockets and ligands under strict train-test splits.

Hybrid diffusion-and-physics docking model that predicts protein-ligand binding poses and generalizes out-of-distribution for virtual screening.