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Alexander Roman

18 papers hereh-index 7155 citations19 works total

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

author position
  • first author3
  • middle author12
  • last author3

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • astro-ph.EP6
  • hep-ph6
  • quant-ph4
  • cs.LG1
  • hep-th1
same name
  • Alexander Roman — 4 papers, h 2
  • Alexander Roman — 2 papers, h 2

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
20202026
most citedUncertainties associated with GAN-generated datasets in high energy physics

9 citations · 28 across the 17 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

astro-ph.EP2022★ 3 cited

Transverse Vector Decomposition Method for Analytical Inversion of Exoplanet Transit Spectra

Konstantin T. Matchev, Katia Matcheva, Alexander Roman

We develop a new method for analytical inversion of binned exoplanet transit spectra and for retrieval of planet parameters. The method has a geometrical interpretation and treats…

astro-ph.EP2022★ 1 cited

Unsupervised Machine Learning for Exploratory Data Analysis of Exoplanet Transmission Spectra

Konstantin T. Matchev, Katia Matcheva, Alexander Roman

Transit spectroscopy is a powerful tool to decode the chemical composition of the atmospheres of extrasolar planets. In this paper we focus on unsupervised techniques for analyzing…

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