A generalizable deep learning framework for structure-based protein–ligand affinity ranking

Proceedings of the National Academy of Sciences, Volume 122, Issue 42, October 2025. <br/>SignificanceMachine learning has potential to accelerate drug discovery by enabling rapid, high-quality predictions of protein–ligand binding affinities, but current models can fail unpredictably when applied to novel targets unseen during training. This …