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Styliani-Christina Fragkouli

6 papers hereh-index 548 citations13 works total

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

author position
  • first author3
  • middle author3

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • q-bio.OT3
  • astro-ph.IM1
  • cs.AI1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedAutoencoder-driven Spiral Representation Learning for Gravitational Wave Surrogate Modelling

13 citations · 28 across the 6 of their papers we have counts for

collaborators
Showing 2021 · cs.LGShow all

1 paper · 2 filters

cs.LG2021★ 13 cited

Autoencoder-driven Spiral Representation Learning for Gravitational Wave Surrogate Modelling

Paraskevi Nousi, Styliani-Christina Fragkouli, Nikolaos Passalis +5

Recently, artificial neural networks have been gaining momentum in the field of gravitational wave astronomy, for example in surrogate modelling of computationally expensive wavefo…

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