Learning the coupled dynamics of global climate modes

Nature Machine Intelligence, Published online: 01 June 2026; doi:10.1038/s42256-026-01245-5 Yuan develop UniCM, a deep learning framework that models the coupled dynamics of global climate modes as an interconnected system, extending skilful forecasts for multiple climate modes and revealing cross-basin interactions.