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researcher

K. Matcheva

2 papers here

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

author position
  • middle author2

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

fields
  • astro-ph.EP1
  • quant-ph1

identity via Semantic Scholar / OpenAlex

most citedUnsupervised Machine Learning for Exploratory Data Analysis of Exoplanet Transmission Spectra

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

quant-ph2024

Quantum Diffusion Model for Quark and Gluon Jet Generation

Mariia Baidachna, Rey Guadarrama, Gopal Ramesh Dahale +6

Diffusion models have demonstrated remarkable success in image generation, but they are computationally intensive and time-consuming to train. In this paper, we introduce a novel d…

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.