Predicting and designing proteins (3): How structure prediction became end to end

By the late 2010s, protein structure prediction was a chain of strong but distinct procedures. A sequence search found relatives. An alignment summarized their variation. A neural network predicted contacts, distances, and orientations. An optimizer then searched for coordinates that satisfied those predictions. Each stage had been improved, but information moved mainly in one direction. The…