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Dimitris G. Giovanis

17 papers hereh-index 14972 citations49 works total

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

author position
  • first author5
  • middle author11
  • last author1

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • stat.ML2
  • cond-mat.dis-nn1
  • cs.SE1
  • eess.SP1
  • math.NA1
same name
  • Dimitris G. Giovanis — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedData-driven surrogates for high dimensional models using Gaussian process regression on the Grassmann manifold

59 citations · 109 across the 17 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

cs.LG2026

Generative Learning of Separatrices

Ellis R. Crabtree, Dimitris G. Giovanis, Anastasia Georgiou +2

The identification and reconstruction of the boundaries separating basins of attraction in multistable, multidimensional dynamical systems presents a fundamental challenge in compu…

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