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researcher

Dmitrii Kochkov

7 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 author2
  • middle author4

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • physics.ao-ph3
  • cond-mat.str-el2
  • cs.LG1
  • quant-ph1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedNeural general circulation models optimized to predict satellite-based precipitation observations

2 citations · 3 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2021

Variational Data Assimilation with a Learned Inverse Observation Operator

Thomas Frerix, Dmitrii Kochkov, Jamie A. Smith +3

Variational data assimilation optimizes for an initial state of a dynamical system such that its evolution fits observational data. The physical model can subsequently be evolved i…

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