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Natalia V. Karpenka

2 papers hereh-index 271 citations2 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • astro-ph.CO1
  • astro-ph.IM1

identity via Semantic Scholar / OpenAlex

most citedA simple and robust method for automated photometric classification of supernovae using neural networks

64 citations · 83 across the 2 of their papers we have counts for

collaborators

2 papers

astro-ph.IM2014★ 19 cited

Testing the mutual consistency of different supernovae surveys

N. V. Karpenka, F. Feroz, M. P. Hobson

It is now common practice to constrain cosmological parameters using supernovae (SNe) catalogues constructed from several different surveys. Before performing such a joint analysis…

astro-ph.CO2012★ 64 cited

A simple and robust method for automated photometric classification of supernovae using neural networks

N. V. Karpenka, F. Feroz, M. P. Hobson

A method is presented for automated photometric classification of supernovae (SNe) as Type-Ia or non-Ia. A two-step approach is adopted in which: (i) the SN lightcurve flux measure…

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