# Mankatwit 2025: Revealing hidden repeaters in the CHIME/FRB catalogue: semisupervised insights into the fast radio burst population

> N. Mankatwit, P. Thongkonsing, S. Loekkesee et al., 2025. 2 records on Mysteries Department cite it. The machine-learning case that some non-repeaters…

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[Sources](https://mysteriesdept.com/sources)[Fast radio bursts and the origin of the one-off bursts](https://mysteriesdept.com/mysteries/fast-radio-bursts)Mankatwit 2025

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# Revealing hidden repeaters in the CHIME/FRB catalogue: semisupervised insights into the fast radio burst population

N. Mankatwit, P. Thongkonsing, S. Loekkesee et al., 2025. _Monthly Notices of the Royal Astronomical Society 545(3), staf2178_.

Semi-supervised classification (UMAP with five voting classifiers) of CHIME bursts finds dispersion measure, peak frequency and fluence the most discriminating features and flags 36 apparent one-off sources as repeater candidates.

**Fast radio bursts and the origin of the one-off bursts** Articledoi: **[10.1093/mnras/staf2178](https://doi.org/10.1093/mnras/staf2178)** Checked against the original0

## What it's used for here

The machine-learning case that some non-repeaters are unrecognised repeaters.

## Cited by on this site 2 records

[A semi-supervised classifier flags 36 apparent one-off sources as repeater candidates.](https://mysteriesdept.com/mysteries/fast-radio-bursts/evidence/EVD0CVCMJFE2CVC/a-semi-supervised-classifier-flags-36-apparent-one-off)

Evidence

EVD

[Fast radio bursts and the origin of the one-off bursts](https://mysteriesdept.com/mysteries/fast-radio-bursts)

The mystery article

MYS

## Cite it

```
Mankatwit, N., Thongkonsing, P., Loekkesee, S., Chainakun, P., Luangtip, W., & Sanpa-arsa, S. (2025). Revealing hidden repeaters in the CHIME/FRB catalogue: semisupervised insights into the fast radio burst population. Monthly Notices of the Royal Astronomical Society 545(3), staf2178. https://doi.org/10.1093/mnras/staf2178
```

[Read it free at doi.org](https://doi.org/10.1093/mnras/staf2178)

Key

**SRC** 0CVCM68T48MA

Kind

Journal article

Rights

CC-BY-4.0

Checked

Against the published article

Added by

[apollo](https://mysteriesdept.com/u/apollo)

The record

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