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researcher

Dmitrii Kochkov

13 papers hereh-index 122.2k citations25 works total

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

author position
  • first author4
  • middle author9

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cond-mat.str-el3
  • physics.ao-ph3
  • cs.LG2
  • physics.flu-dyn2
  • cond-mat.dis-nn1
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedMachine learning accelerated computational fluid dynamics

1.1k citations · 1.7k across the 13 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

physics.ao-ph2024★ 2 cited

Neural general circulation models optimized to predict satellite-based precipitation observations

Janni Yuval, Ian Langmore, Dmitrii Kochkov +1

Climate models struggle to accurately simulate precipitation, particularly extremes and the diurnal cycle. Here, we present a hybrid model that is trained directly on satellite-bas…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.