Ming Hsiu Wu

Towards precision protein-ligand affinity prediction benchmark: A Complete and Modification-Aware DAVIS Dataset

Advancements in AI for science unlocks capabilities for critical drug discovery tasks such as protein-ligand binding affinity prediction. However, current models overfit to existing oversimplified datasets that does not represent naturally occurring and biologically relevant proteins with modificati…