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Markus Heinonen

9 papers hereh-index 4147 citations11 works total

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

author position
  • first author1
  • middle author8

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.AI1
  • cs.CV1
  • stat.ML1
same name
  • Markus Heinonen — 41 papers, h 26
  • Markus Heinonen — 9 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs

2 citations · 3 across the 8 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2024★ 2 cited

ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs

Yogesh Verma, Markus Heinonen, Vikas Garg

Climate and weather prediction traditionally relies on complex numerical simulations of atmospheric physics. Deep learning approaches, such as transformers, have recently challenge…

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