The Gaia mission has revolutionized our view of the Milky Way and its satellite citizens. The
field of Galactic Archaeology has been piecing together the formation and evolution of the …

Context. Gaia DR3 has offered the scientific community a remarkable dataset of
approximately one million spectra acquired with the radial velocity spectrometer (RVS) in the …

The halo of the Milky Way galaxy hosts multiple dynamically coherent substructures known
as stellar streams that are remnants of tidally disrupted orbiting systems such as globular …

We investigate the non-adiabatic effect of time-dependent deformations in the Milky Way
(MW) halo potential on stellar streams. Specifically, we consider the MW's response to the …

The Pristine-\textit {Gaia} synthetic catalogue provides reliable photometric metallicities for
$\sim $30 million FGK stars using the Pristine survey model and Gaia XP spectra. We …

We present and test a method to infer a probability density function (PDF) for the missing
vlos of a star with 5D information within $2.5 $ kpc. We use stars from the Gaia DR3 RVS …

Context: In the context of Galactic archaeology, the outer halo remains relatively unexplored
with respect to its metallicity distribution, merger debris, and the abundance of known …

This dissertation represents the work I did in integrating advanced machine learning
techniques into three important challenges that the field of astronomy currently faces. Firstly …

Context. Metal-poor stars are key for studying the formation and evolution of the Galaxy.
Evidence of the early mergers that built up the Galaxy remains in the distributions of …

The growing significance of structure detection in astronomy, driven by large simulations
and observational surveys necessitates the development of efficient structure mining tools …