• An efficient training scheme for supermodels 

      Schevenhoven, Francine Janneke; Selten, Frank (Peer reviewed; Journal article, 2017-06-28)
      Weather and climate models have improved steadily over time as witnessed by objective skill scores, although significant model errors remain. Given these imperfect models, predictions might be improved by combining them ...
    • Improving weather and climate predictions by training of supermodels 

      Schevenhoven, Francine Janneke; Selten, Frank; Carrassi, Alberto; Keenlyside, Noel (Peer reviewed; Journal article, 2019-11-28)
      Recent studies demonstrate that weather and climate predictions potentially improve by dynamically combining different models into a so-called “supermodel”. Here, we focus on the weighted supermodel – the supermodel's time ...
    • Simulating climate with a synchronization-based supermodel 

      Selten, Frank M; Schevenhoven, Francine Janneke; Duane, Gregory (Peer reviewed; Journal article, 2017-12)
      The SPEEDO global climate model (an atmosphere model coupled to a land and an ocean/sea-ice model with about 250.000 degrees of freedom) is used to investigate the merits of a new multi-model ensemble approach to the climate ...