English

The Detection of KIC 1718360, A Rotating Variable with a Possible Companion, Using Machine Learning

Earth and Planetary Astrophysics 2024-08-27 v3 Instrumentation and Methods for Astrophysics Machine Learning

Abstract

This paper presents the detection of a periodic dimming event in the lightcurve of the G1.5IV-V type star KIC 1718360. This is based on visible-light observations conducted by both the TESS and Kepler space telescopes. Analysis of the data seems to point toward a high rotation rate in the star, with a rotational period of 2.938 days. The high variability seen within the star's lightcurve points toward classification as a rotating variable. The initial observation was made in Kepler Quarter 16 data using the One-Class SVM machine learning method. Subsequent observations by the TESS space telescope corroborated these findings. It appears that KIC 1718360 is a nearby rotating variable that appears in little to no major catalogs as such. A secondary, additional periodic dip is also present, indicating a possible exoplanetary companion.

Keywords

Cite

@article{arxiv.2405.05282,
  title  = {The Detection of KIC 1718360, A Rotating Variable with a Possible Companion, Using Machine Learning},
  author = {Jakob Roche},
  journal= {arXiv preprint arXiv:2405.05282},
  year   = {2024}
}

Comments

6 pages, 6 figures Revised to correct errors, update and add data

R2 v1 2026-06-28T16:21:10.130Z