Probabilistic Neural Network Approach to Determining Parameters of Eclipsing Binaries

Marina Kounkel; Logan Sizemore; Hidemi Mitani Shen; Nicholas Chandler; Noah Reneau; Ian Pourlotfali; Ronald L. Payton; Brian Hutchinson; Ilija Medan; Keivan Stassun

doi:10.3847/1538-3881/ae5b79

Probabilistic Neural Network Approach to Determining Parameters of Eclipsing Binaries

Marina Kounkel
, Logan Sizemore
, Hidemi Mitani Shen
, Nicholas Chandler
, Noah Reneau
, Ian Pourlotfali
, Ronald L. Payton
, Brian Hutchinson
, Ilija Medan
, Keivan Stassun

Physics

Oregon State University
Vanderbilt University

Research output: Contribution to journal › Article › peer-review

Original language	English
Journal	Astronomical Journal
Volume	171
Issue number	5
DOIs	https://doi.org/10.3847/1538-3881/ae5b79
State	Published - Apr 29 2026

ASJC Scopus Subject Areas

Astronomy and Astrophysics
Space and Planetary Science

Keywords

Astronomy software (1855)
Computational astronomy (293)
Eclipsing binary stars (444)

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10.3847/1538-3881/ae5b79

Cite this

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title = "Probabilistic Neural Network Approach to Determining Parameters of Eclipsing Binaries",

keywords = "Astronomy software (1855), Computational astronomy (293), Eclipsing binary stars (444)",

author = "Marina Kounkel and Logan Sizemore and Shen, \{Hidemi Mitani\} and Nicholas Chandler and Noah Reneau and Ian Pourlotfali and Payton, \{Ronald L.\} and Brian Hutchinson and Ilija Medan and Keivan Stassun",

note = "Publisher Copyright: {\textcopyright} 2026. The Author(s). Published by the American Astronomical Society. Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.",

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T1 - Probabilistic Neural Network Approach to Determining Parameters of Eclipsing Binaries

AU - Kounkel, Marina

AU - Sizemore, Logan

AU - Shen, Hidemi Mitani

AU - Chandler, Nicholas

AU - Reneau, Noah

AU - Pourlotfali, Ian

AU - Payton, Ronald L.

AU - Hutchinson, Brian

AU - Medan, Ilija

AU - Stassun, Keivan

N1 - Publisher Copyright: © 2026. The Author(s). Published by the American Astronomical Society. Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.

PY - 2026/4/29

Y1 - 2026/4/29

KW - Astronomy software (1855)

KW - Computational astronomy (293)

KW - Eclipsing binary stars (444)

UR - https://www.scopus.com/pages/publications/105037550282

UR - https://www.scopus.com/pages/publications/105037550282#tab=citedBy

UR - https://www.mendeley.com/catalogue/d3431f05-023b-3155-9f55-ad5c68597482/

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M3 - Article

AN - SCOPUS:105037550282

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VL - 171

JO - Astronomical Journal

JF - Astronomical Journal

IS - 5

ER -

Probabilistic Neural Network Approach to Determining Parameters of Eclipsing Binaries

ASJC Scopus Subject Areas

Keywords

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