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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 2025 · physics.comp-phShow all

1 paper · 2 filters

physics.comp-ph2025★ 9 cited

Optimal Navigation in Microfluidics via the Optimization of a Discrete Loss

Petr Karnakov, Lucas Amoudruz, Petros Koumoutsakos

Optimal path planning and control of microscopic devices navigating in fluid environments is essential for applications ranging from targeted drug delivery to environmental monitor…

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