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researcher

I. Ciucă

24 papers hereh-index 11484 citations30 works total

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

author position
  • first author6
  • middle author16
  • last author2

Across the 24 of 24 papers where every author was matched, so the position is known.

fields
  • astro-ph.GA12
  • astro-ph.IM4
  • cs.CL4
  • astro-ph.SR3
  • astro-ph.HE1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedConfirming chemical clocks: asteroseismic age dissection of the Milky Way disk(s)

165 citations · 610 across the 22 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

astro-ph.GA2022★ 54 cited

Chasing the impact of the Gaia-Sausage-Enceladus merger on the formation of the Milky Way thick disc

Ioana Ciucă, Daisuke Kawata, Yuan-Sen Ting +8

We employ our Bayesian Machine Learning framework BINGO (Bayesian INference for Galactic archaeOlogy) to obtain high-quality stellar age estimates for 68,360 red giant and red clum…

astro-ph.SR2022★ 4 cited

Unsupervised Learning for Stellar Spectra with Deep Normalizing Flows

Ioana Ciuca, Yuan-Sen Ting

Stellar spectra encode detailed information about the stars. However, most machine learning approaches in stellar spectroscopy focus on supervised learning. We introduce Mendis, an…

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