Priors for symbolic regression

ArXiv 2304.06333 (2023)

Authors:

Deaglan J Bartlett, Harry Desmond, Pedro G Ferreira

MIGHTEE-H i: possible interactions with the galaxy NGC 895

Monthly Notices of the Royal Astronomical Society Oxford University Press 521:4 (2023) 5177-5190

Authors:

B Namumba, J Román, J Falcón-Barroso, Jh Knapen, R Ianjamasimanana, E Naluminsa, Gig Józsa, M Korsaga, N Maddox, B Frank, S Sikhosana, S Legodi, C Carignan, Aa Ponomareva, T Jarrett, D Lucero, Om Smirnov, Jm Van Der Hulst, Dj Pisano, K Malek, L Marchetti, M Vaccari, M Jarvis, M Baes, M Meyer, Eak Adams, H Chen, J Delhaize, Sha Rajohnson, S Kurapati, I Heywood, L Verdes-Montenegro

Abstract:

The transformation and evolution of a galaxy is strongly influenced by interactions with its environment. Neutral hydrogen (H i) is an excellent way to trace these interactions. Here, we present H i observations of the spiral galaxy NGC 895, which was previously thought to be isolated. High-sensitivity H i observations from the MeerKAT large survey project MIGHTEE reveal possible interaction features, such as extended spiral arms and the two newly discovered H i companions, that drive us to change the narrative that it is an isolated galaxy. We combine these observations with deep optical images from the Hyper Suprime Camera to show an absence of tidal debris between NGC 895 and its companions. We do find an excess of light in the outer parts of the companion galaxy MGTH_J022138.1-052631, which could be an indication of external perturbation and thus possible sign of interactions. Our analysis shows that NGC 895 is an actively star-forming galaxy with a SFR of 1.75 ± 0.09[M⊙/yr], a value typical for high-stellar mass galaxies on the star-forming main sequence. It is reasonable to state that different mechanisms may have contributed to the observed features in NGC 895, and this emphasizes the need to revisit the target with more detailed observations. Our work shows the high potential and synergy of using state-of-the-art data in both H i and optical to reveal a more complete picture of galaxy environments.

A hybrid map-Cℓ component separation method for primordial CMB B-mode searches

Journal of Cosmology and Astroparticle Physics IOP Publishing 2023:03 (2023) 035

Authors:

S Azzoni, D Alonso, Mh Abitbol, J Errard, N Krachmalnicoff

Abstract:

The observation of the polarised emission from the Cosmic Microwave Background (CMB) from future ground-based and satellite-borne experiments holds the promise of indirectly detecting the elusive signal from primordial tensor fluctuations in the form of large-scale B-mode polarisation. Doing so, however, requires an accurate and robust separation of the signal from polarised Galactic foregrounds. We present a component separation method for multi-frequency CMB observations that combines some of the advantages of map-based and power-spectrum-based techniques, and which is direcly applicable to data in the presence of realistic foregrounds and instrumental noise. We demonstrate that the method is able to reduce the contamination from Galactic foregrounds below an equivalent tensor-to-scalar ratio rFG ≲ 5 × 10-4, as required for next-generation observatories, for a wide range of foreground models with varying degrees of complexity. This bias reduction is associated with a mild ∼20–30% increase in the final statistical uncertainties, and holds for large sky areas, and for experiments targeting both the reionisation and recombination bumps in theB-mode power spectrum.

A novel approach to correcting Te-based mass–metallicity relations

Monthly Notices of the Royal Astronomical Society: Letters Oxford University Press (OUP) 522:1 (2023) l89-l94

Authors:

Alex J Cameron, Harley Katz, Martin P Rey

On the functional form of the radial acceleration relation

(2023)

Authors:

Harry Desmond, Deaglan J Bartlett, Pedro G Ferreira