AI & ML Research Papers

Investigating whether deep learning models for co-folding learn the physics of protein-ligand interactions

Matthew R. Masters, Amr H. Mahmoud, Markus A. Lill

This paper reveals that deep learning co-folding models for protein-ligand structure prediction often violate fundamental physical principles, indicating overfitting rather than learning true physics.