Mykhaylo Zayats

Knowledge Enhanced Representation Learning for Drug Discovery

Recent research on predicting the binding affinity between drug molecules and proteins use representations learned, through unsupervised learning techniques, from large databases of molecule SMILES and protein sequences. While these representations have significantly enhanced the predictions, they a…