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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 2018 · math.NAShow all

1 paper · 2 filters

math.NA2018

Information-based Variational Model Reduction of high-dimensional Reaction Networks

Markos A. Katsoulakis, Pedro Vilanova

In this work we present new scalable, information theory-based variational methods for the efficient model reduction of high-dimensional deterministic and stochastic reaction netwo…

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