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researcher

M. Katsoulakis

64 papers hereh-index 343.7k citations157 works total

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

author position
  • first author9
  • middle author39
  • last author15

Across the 63 of 64 papers where every author was matched, so the position is known.

fields
  • math.NA19
  • stat.ML17
  • cs.LG8
  • math.PR7
  • cs.IT4
  • math-ph2

identity via Semantic Scholar / OpenAlex

activity
20012026
most citedInformation-theoretic tools for parametrized coarse-graining of non-equilibrium extended systems

48 citations · 413 across the 59 of their papers we have counts for

collaborators
Showing 2017 · math.PRShow all

1 paper · 2 filters

math.PR2017★ 5 cited

Robust information divergences for model-form uncertainty arising from sparse data in random PDE

Eric Joseph Hall, Markos A. Katsoulakis

We develop a novel application of hybrid information divergences to analyze uncertainty in steady-state subsurface flow problems. These hybrid information divergences are non-intru…

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