2020
DOI: 10.1093/mnras/staa227
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Real galaxy mergers from galaxy pair catalogues

Abstract: Mergers of galaxies are extremely violent events shaping their evolution. Such events are thought to trigger starbursts and, possibly, black hole accretion. Nonetheless, it is still not clear how to know the fate of a galaxy pair from the data available at a given time, limiting our ability to constrain the exact role of mergers. In this paper we use the lightcone of the Horizon-AGN simulation, for which we know the fate of each pair, to test three selection processes aiming at identifying true merging pairs. … Show more

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Cited by 8 publications
(4 citation statements)
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“…Therefore, galaxy mergers that will happen in the future will most likely be gas-rich mergers 2 . To investigate which Choir group has conditions for galaxy mergers, we use approximated conditions from Pfister et al (2020) for the galaxy pair mergers. Utilizing the Horizon-AGN simulation, Pfister et al (2020) formulated a threshold on the projected distance d th and redshift difference ∆z th below which galaxy pairs are likely to merge.…”
Section: Choirs In Context Of Hickson Compact Groups and Their Evolutionmentioning
confidence: 99%
“…Therefore, galaxy mergers that will happen in the future will most likely be gas-rich mergers 2 . To investigate which Choir group has conditions for galaxy mergers, we use approximated conditions from Pfister et al (2020) for the galaxy pair mergers. Utilizing the Horizon-AGN simulation, Pfister et al (2020) formulated a threshold on the projected distance d th and redshift difference ∆z th below which galaxy pairs are likely to merge.…”
Section: Choirs In Context Of Hickson Compact Groups and Their Evolutionmentioning
confidence: 99%
“…Training would of course have to be done on small-scale simulations (noncosmological, galactic and nuclear scale). For example, a first application of such techniques to galaxy dynamics is the morphological identification of merging versus isolated galaxies (Goulding et al 2018;Nevin et al 2019;Snyder et al 2019;Pfister et al 2020), which is becoming increasingly common in these years. An emulator of the "small-scale dynamics" could be then be designed by integrating the sub-grid model computed via neural networks within a large-scale simulation, using a zoomin simulation as intermediate step, to encapsulate their trends and results, and implant them in simulations of large cosmological volumes.…”
Section: New Methodologies: Artificial Intelligence Integrated With S...mentioning
confidence: 99%
“…Training would of course have to be done on small-scale simulations (non-cosmological, galactic and nuclear scale). For example, a first application of such techniques to galaxy dynamics is the morphological identification of merging versus isolated galaxies (Goulding et al, 2018;Nevin et al, 2019;Snyder et al, 2019;Pfister et al, 2020), which is becoming increasingly common in these years. An emulator of the "small-scale dynamics" could be then be designed by integrating the sub-grid model computed via neural networks within a large-scale simulation, using a zoom-in simulation as intermediate step, to encapsulate their trends and results, and implant them in simulations of large cosmological volumes.…”
Section: New Methodologies: Artificial Intelligence Integrated With S...mentioning
confidence: 99%