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George Stepaniants

13 papers hereh-index 6124 citations15 works total

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

author position
  • sole author1
  • first author2
  • middle author6
  • last author4

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

fields
  • math.NA3
  • math.ST3
  • math.AP2
  • cs.LG1
  • math.CA1
  • math.DS1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedInferring Causal Networks of Dynamical Systems through Transient Dynamics and Perturbation

19 citations · 26 across the 11 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

math.ST2020★ 4 cited

Fast and Smooth Interpolation on Wasserstein Space

Sinho Chewi, Julien Clancy, Thibaut Le Gouic +3

We propose a new method for smoothly interpolating probability measures using the geometry of optimal transport. To that end, we reduce this problem to the classical Euclidean sett…

math.DS2020★ 19 cited

Inferring Causal Networks of Dynamical Systems through Transient Dynamics and Perturbation

George Stepaniants, Bingni W. Brunton, J. Nathan Kutz

Inferring causal relations from time series measurements is an ill-posed mathematical problem, where typically an infinite number of potential solutions can reproduce the given dat…

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