One challenge in fluid mechanics today is the so-called 'roughness-problem'. The problem is to predict turbulent drag given a rough surface without resorting to DNS or towing-tank experiments. We used transfer learning and machine-learning to tackle this problem. See Sangseung's awesome work here!
