The Red Supergiant Binary Fraction of the Large Magellanic Cloud
Kathryn F. Neugent, Emily M. Levesque, Philip Massey, Nidia I., Morrell, and Maria R. Drout

TL;DR
This study estimates the binary fraction of red supergiants in the Large Magellanic Cloud using spectroscopic and photometric data, finding approximately 20% are in binary systems, aligning with theoretical expectations.
Contribution
It provides the first comprehensive estimate of the binary fraction of evolved massive stars in the LMC, utilizing new observations and bias corrections.
Findings
Binary fraction of RSGs is approximately 20%.
Spectroscopic confirmation of 55 RSG+B star binaries.
Results agree with theoretical models of binary evolution.
Abstract
The binary fraction of unevolved massive stars is thought to be 70-100% but there are few observational constraints on the binary fraction of the evolved version of a subset of these stars, the red supergiants (RSGs). Here we identify a complete sample of RSGs in the Large Magellanic Cloud (LMC) using new spectroscopic observations and archival UV, IR and broadband optical photometry. We find 4090 RSGs with log L/Lo > 3.5 with 1820 of them having log L/Lo > 4, which we believe is our completeness limit. We additionally spectroscopically confirmed 38 new RSG+B star binaries in the LMC, bringing the total known up to 55. We then estimated the binary fraction using a k-nearest neighbors algorithm that classifies stars as single or binary based on photometry with a spectroscopic sample as a training set. We take into account observational biases such as line-of-sight stars and binaries in…
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