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researcher

S. Rasp

17 papers hereh-index 224.7k citations48 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author7
  • middle author6
  • last author3

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • physics.ao-ph11
  • cs.LG3
  • stat.ML2
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedDeep learning to represent sub-grid processes in climate models

1.1k citations · 3.5k across the 16 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

physics.ao-ph2023★ 408 cited

Neural General Circulation Models for Weather and Climate

Dmitrii Kochkov, Janni Yuval, Ian Langmore +13

General circulation models (GCMs) are the foundation of weather and climate prediction. GCMs are physics-based simulators which combine a numerical solver for large-scale dynamics…

physics.ao-ph2023★ 29 cited

WeatherBench 2: A benchmark for the next generation of data-driven global weather models

Stephan Rasp, Stephan Hoyer, Alexander Merose +15

WeatherBench 2 is an update to the global, medium-range (1-14 day) weather forecasting benchmark proposed by Rasp et al. (2020), designed with the aim to accelerate progress in dat…

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