Vela pulsar: single pulses analysis with machine learning techniques

Carlos O. Lousto,Ryan Missel,Harsh Prajapati,Valentina Sosa Fiscella,Federico G. López Armengol,Prashnna Kumar Gyawali,Linwei Wang,Nathan Cahill,Luciano Combi,Santiago del Palacio,Jorge A. Combi,Guillermo Gancio,Federico García,Eduardo M. Gutiérrez, Fernando Hauscarriaga

Monthly Notices of the Royal Astronomical Society（2021）

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摘要

We study individual pulses of Vela (PSR B0833−45/J0835−4510) from daily observations of over 3 h (around 120 000 pulses per observation), performed simultaneously with the two radio telescopes at the Argentine Institute of Radioastronomy. We select four days of observations in 2021 January to March and study their statistical properties with machine learning techniques. We first use Density-Based ...

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关键词

methods: observational,methods: statistical,pulsars: individual: Vela

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