Browsing by Author "Lochner, Michelle"

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Bayesian inference for radio observations

Author: Lochner, Michelle ; Natarajan, Iniyan ; Zwart, Jonathan T L ; Smirnov, Oleg ; Bassett, Bruce A ; Oozeer, Nadeem ; Kunz, Martin Date: 25 New telescopes like the Square Kilometre Array (SKA) will push into a new sensitivity regime and expose systematics, such as direction-dependent effects, that could previously be ignored. Current methods for handling such systematics rely on ... Read more c b
Classification of multiwavelength transients with machine learning

Author: Sooknunan, Kimeel Date: 2019 With the advent of powerful telescopes such as the Square Kilometre Array (SKA), its precursor MeerKAT and the Large Synoptic Survey Telescope (LSST), we are entering a golden era of multiwavelength transient astronomy. The large MeerKAT ... Read more
FireFly: A Bayesian Approach to Source Finding in Astronomical Data

Author: Moloko, Oarabile Hope Date: 2019 Efficient and rigorous source finding techniques are needed for the upcoming large data sets from telescopes like MeerKAT, LSST and the SKA. Most of the current source-finding algorithms lack full statistical rigor. Typically these algorithms ... Read more

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