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SUMMARY:Differentiable Earth system models in Julia - Chris Hill\, Patrick
  Heimbach\, Boris Kaus\, Nora Loose\, Mathieu Morlighem\, Sri Hari Krishna
  Narayanan\, Sarah Williamson
DTSTART:20220725T140000Z
DTEND:20220725T170000Z
DTSTAMP:20260819T020227Z
UID:pretalx-juliacon-2022-UNVUDM@pretalx.com
DESCRIPTION:This minisymposium will feature the use of the differentiable 
 programming paradigm applied to Earth System Models (ESMs). The goal is to
  exploit derivative information and seamlessly combine PDE-constrained opt
 imization and scientific machine learning (SciML). Speakers will address (
 1) Why differentiable programming for ESMs\; (2) What ESM applications are
  we targeting?\; and (3) How are we realizing differentiable ESMs? Target 
 ESMs include ice sheet\, ocean\, and solid Earth models.
LOCATION:Green
URL:https://pretalx.com/juliacon-2022/talk/UNVUDM/
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