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UID:submissions.pasc-conference.org_PASC24_sess115_msa297@linklings.com
SUMMARY:NVIDIA and Earth-2's Contributions to Tools, Libraries, Data and W
 orkflow Infrastructure in the Era of ML-Driven Weather and Climate Modelin
 g
DESCRIPTION:Minisymposium\n\nKarthik Kashinath (NVIDIA Inc.)\n\nIn this ta
 lk I will discuss contributions from NVIDIA and the Earth-2 Initiative tow
 ards scalable, performance-portable, user-friendly tools, libraries, data 
 and workflow infrastructure in the era of ML-driven weather and climate mo
 deling. I'll delve into what approaches might move the needle on digital t
 winning at ultra-high-resolutions (km- and sub-km-scales), a shared goal a
 cross Destination Earth, Earth-2, EVE, and other large international initi
 atives. This talk will not only provide a few examples that are showing ea
 rly successes but also speculate on what approaches might be most impactfu
 l in this fast changing landscape, especially when data compression and da
 ta re-generation, in contrast to data movement, might become the norm in j
 ust a few years.\n\nDomain: Climate, Weather, and Earth Sciences, Engineer
 ing\n\nSession Chairs: Mauro Bianco (ETH Zurich / CSCS, ETH Zurich); Enriq
 ue González Paredes (ETH Zurich / CSCS); and Hannes Vogt (ETH Zurich / CSC
 S)
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