Nature Machine Intelligence, Published online: 20 October 2026; doi:10.1038/s42256-026-01319-4
A neural network approach bridging Lagrangian and Eulerian perspectives transforms sparse observations into physically accurate, high-resolution maps of complex and chaotic fluid motions.

