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@INPROCEEDINGS{Schultz:905400,
      author       = {Schultz, Martin},
      title        = {{D}eep {L}earning for {W}eather {F}orecasting and {C}limate
                      {P}rediction},
      reportid     = {FZJ-2022-00652},
      year         = {2022},
      note         = {Publication website includes recorded streaming. AI4Good
                      website: https://aiforgood.itu.int/},
      abstract     = {AI methods are rapidly taking hold in almost any aspect of
                      our lives. In some specialized application areas, computers
                      are outperforming humans with respect to image or audio
                      analysis, speech recognition, and controlled movements.
                      Nevertheless, weather and climate prediction still uses
                      humongous computer codes, which solve thousands of
                      differential equations on the fastest supercomputers.
                      Everywhere along the workflow of such prediction systems
                      researchers are trying out how AI could transform or even
                      revolutionize weather and climate forecasting. While there
                      are some promising research pathways, several scientific and
                      technical challenges have to be overcome before we might see
                      a widespread adaptation of such methods in weather centres
                      and research organisations. I will discuss recent
                      achievements and ongoing activities and I may be tempted to
                      speculate about fundamental, inherent limitations of AI
                      concepts in this application area.},
      month         = {Jan},
      date          = {2022-01-12},
      organization  = {AI4Good, virtual (Switzerland), 12 Jan
                       2022 - 12 Jan 2022},
      subtyp        = {Invited},
      cin          = {JSC},
      cid          = {I:(DE-Juel1)JSC-20090406},
      pnm          = {5111 - Domain-Specific Simulation $\&$ Data Life Cycle Labs
                      (SDLs) and Research Groups (POF4-511) / Earth System Data
                      Exploration (ESDE)},
      pid          = {G:(DE-HGF)POF4-5111 / G:(DE-Juel-1)ESDE},
      typ          = {PUB:(DE-HGF)6},
      url          = {https://juser.fz-juelich.de/record/905400},
}