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researcher

P. Karnakov

13 papers hereh-index 12427 citations25 works total

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

author position
  • first author5
  • middle author8

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

fields
  • physics.comp-ph5
  • physics.flu-dyn3
  • cs.CV1
  • cs.DC1
  • cs.LG1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedOptimizing a DIscrete Loss (ODIL) to solve forward and inverse problems for partial differential equations using machine learning tools

51 citations · 202 across the 13 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

physics.comp-ph2021★ 28 cited

Computing foaming flows across scales: from breaking waves to microfluidics

Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos

Crashing ocean waves, cappuccino froths and microfluidic bubble crystals are examples of foamy flows. Foamy flows are critical in numerous natural and industrial processes and rema…

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