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Katia Matcheva — most-cited papers & profile · AI for Science
← authors
·
overview
Katia Matcheva
8
papers ·
20
citations ·
14
h-index
University of Alabama · University of Florida
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Most-cited papers
Unsupervised Machine Learning for Exploratory Data Analysis of Exoplanet Transmission Spectra
2022 · 18 citations
Searching for Novel Chemistry in Exoplanetary Atmospheres using Machine Learning for Anomaly Detection
2023 · 2 citations
Hunting for "Oddballs" with Machine Learning: Detecting Anomalous Exoplanets Using a Deep-Learned Low-Dimensional Representation of Transit Spectra with Autoencoders
2026
Reproducing Bayesian Posterior Distributions for Exoplanet Atmospheric Parameter Retrievals with a Machine Learning Surrogate Model
2023
Quantum Diffusion Model for Quark and Gluon Jet Generation
2024
Top co-authors
Konstantin T. Matchev
· 5
Eyup B. Unlu
· 3
Roy T. Forestano
· 3
Alexander Roman
· 1
Alexander Roman
· 1
and Sergei Gleyzer
· 1
Emilie Panek
· 1
Gopal Ramesh Dahale
· 1
Isabel Pedraza
· 1
Kyoungchul Kong
· 1
Mariia Baidachna
· 1
Rey Guadarrama
· 1
Topics
Physics ML
Chemistry