קולוקוויום בחוג לגאופיזיקה: Novel Approaches to the Analysis of the Gaia Satellite Data

Zoom: https://tau-ac-il.zoom.us/j/83800936221?pwd=dHQ5b0pYdWV3SzN1amNPanRQUnc4QT09

Abstract:

Gaia, the ongoing flagship space mission led by the European Space Agency (ESA), epitomizes the fusion of the space age with the era of big data. Its latest data release (DR3) consists of more than 1.8 billion sources, many of them measured by various on-board instruments, providing complex time series of various types. These include precise positions, magnitude in different bands, and spectra. Analyzing data of such magnitude and complexity presents a significant challenge to the astronomical community.

In this talk, I will outline my modest attempts to develop and apply new tools to approach this abundance of astronomical data. Specifically, I focused on developing exploratory tools for model-independent periodicity detection. These tools enable the detection and analysis of binary or pulsating stars, planets, black holes, and other interesting sources in the data.

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מארגן האירוע: ד"ר רועי ברקן