AlphaFold: improved protein structure prediction using potentials from deep learning

Andrew Senior is a research scientist at Google DeepMind and team lead on the AlphaFold project. This talk was recorded at the University of Washington on August 19, 2019. 00:01:25 — Protein structure prediction at DeepMind 00:05:05 — Protein folding problem (overview) 00:07:45 — CASP13 (overview) 00:12:28 — CASP13 results 00:14:55 — AlphaFold system (overview) 00:18:01 — Key aspects of AlphaFold 00:21:00 — Deep learning (overview) 00:25:35 — Why machine learning for protein structure modelling? 00:26:29 —