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researcher

N. Constantinou

27 papers hereh-index 15802 citations50 works total

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

author position
  • sole author2
  • first author9
  • middle author12
  • last author4

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • physics.ao-ph14
  • physics.flu-dyn10
  • astro-ph.SR1
  • cs.LG1
  • physics.plasm-ph1

identity via Semantic Scholar / OpenAlex

activity
20102023
most citedCause-and-effect of linear mechanisms sustaining wall turbulence

58 citations · 495 across the 27 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2022★ 1 cited

Eigenvalue initialisation and regularisation for Koopman autoencoders

Jack W. Miller, Charles O'Neill, Navid C. Constantinou +1

Regularising the parameter matrices of neural networks is ubiquitous in training deep models. Typical regularisation approaches suggest initialising weights using small random valu…

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