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DTSTAMP:20260924T172454Z
LOCATION:Exhibit Hall A3
DTSTART;TZID=America/New_York:20241121T092000
DTEND;TZID=America/New_York:20241121T100000
UID:submissions.supercomputing.org_SC24_sess493_inv106@linklings.com
SUMMARY:The Digital Revolution of Earth System Modelling
DESCRIPTION:Peter Dueben (European Centre for Medium-Range Weather Forecas
 ts (ECMWF))\n\nThis talk will outline three revolutions that happened in E
 arth system modelling in the past decades. The quiet revolution has levera
 ged better observations and more compute power to allow for constant impro
 vements in prediction quality over the last decades; the digital revolutio
 n has enabled us to perform kilometer-scale simulations on modern supercom
 puters that further increase the quality of our models; and the machine le
 arning revolution has now shown that machine-learned weather models are of
 ten competitive with physics-based weather models for many forecast scores
  while being easier, smaller and cheaper. This talk will summarize past de
 velopments, explain current challenges and opportunities, and outline what
  the future of Earth system modelling will look like — in particular, rega
 rding machine-learned foundation models in a physical domain such as Earth
  system modelling.\n\nRegistration Category: Tech Program Reg Pass\n\nSess
 ion Chair: Bernd Mohr (Jülich Supercomputing Centre (JSC), Strategy Post E
 xascale EU Project (SPE-EU))\n\n
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