What's behind the Universe's most abundant components: dark matter and dark energy? How do the processes shaping galaxies truly work? Hydrogen Intensity Mapping experiments (HI IM) are opening new frontiers in our quest to answer those questions, producing detailed three-dimensional maps of a significant fraction of the Universe and probing the distribution and cosmic abundance of neutral hydrogen (HI), the principal fuel of stars.
While HI IM promises to revolutionise our understanding of the Universe, capturing its elusive signal is no easy feat. One major challenge is separating the true (and faint) cosmic signal that the extragalactic hydrogen emits in the radio band from overwhelming contaminants (an intricate mixture of instrumental spurious signals and intense galactic emissions), a problem the RadioGaGa project tackled head-on by crafting cutting-edge statistical learning techniques tailored for HI IM data.
RadioGaGa was a 2-year research project (run through 2023 and 2024) supported by the European Union's "NextGenerationEU" programme and carried out at the Astronomical Observatory of Trieste, part of INAF. Its goal has been to pave the way for HI IM experiments in astrophysics and cosmology, unlocking the potential of advanced radio arrays like the upcoming SKA Observatory.
Results' highlights:
This project was supported by the "NextGenerationEU" programme, in the context of the "Piano Nazionale di Ripresa e Resilienza (PNRR)" [PNRR-4-2-1.2]