2 papers
physics.ao-ph2026
Modelling convective cell occurrence in proximity to cold fronts using extreme gradient boosting
George Pacey, Stephan Pfahl, Lisa Schielicke
Machine learning is emerging as a valuable tool for convection-related applications such as post-processing numerical weather prediction output, improving understanding of convecti…
math.NA2026
Noise-induced enhancement of regime lifetimes -- A data-driven approach using deterministic trajectories
Henry Schoeller, Robin Chemnitz, Péter Koltai +2
We investigate the lifetime of dynamical regimes under the impact of noise motivated by low-dimensional models of the atmosphere. One may expect that the inclusion of noise tends t…