The Inefficiency of Genetic Programming for Symbolic Regression

Chapter in Parallel Problem Solving from Nature – PPSN XVIII, Springer Nature 15148 (2024) 273-289

Authors:

Gabriel Kronberger, Fabricio Olivetti de Franca, Harry Desmond, Deaglan J Bartlett, Lukas Kammerer

Constraining cosmological vorticity modes with CMB secondary anisotropies

Physical Review D 108:12 (2023)

Authors:

WR Coulton, K Akitsu, M Takada

Abstract:

Observational searches for large-scale vorticity modes in the late time Universe are underexplored. Within the standard ΛCDM model, this is well motivated given the observed properties of the cosmic microwave background (CMB). However, this means that searches for cosmic vorticity modes can serve as a powerful consistency test of our cosmological model. We show that through combining CMB measurements of the kinetic Sunyaev-Zel'dovich and the moving lens effects with galaxy survey data we can constrain vorticity fields independently from the large scale cosmic velocity field. This approach can provide stringent constraints on the largest scale modes and can be achieved by a simple change in the standard estimators. Alternatively, if one assumes there are no cosmic vorticity modes, this estimator can be used to test for systematic biases in existing analyses of kinetic Sunyaev-Zel'dovich effect in a manner analogous to curl-lensing.

Glueball dark matter

Physical Review D American Physical Society (APS) 108:12 (2023) 123027

Authors:

Pierluca Carenza, Tassia Ferreira, Roman Pasechnik, Zhi-Wei Wang

The discovery of a z=0.7092 OH megamaser with the MIGHTEE survey

Monthly Notices of the Royal Astronomical Society Oxford University Press 529:4 (2023) 3484-3494

Authors:

Matthew Jarvis, Ian Heywood, Anastasia Ponomareva, Rohan Varadaraj, Imogen Whittam, Hengxing Pan

Abstract:

We present the discovery of the most distant OH megamaser to be observed in the main lines, using data from the MeerKAT International Giga-Hertz Tiered Extragalactic Exploration (MIGHTEE) survey. At a newly measured redshift of 𝑧 = 0.7092, the system has strong emission in both the 1665 MHz (𝐿 ≈ 2500 L⊙) and 1667 MHz (𝐿 ≈ 4.5×104 L⊙) transitions, with both narrow and broad components. We interpret the broad line as a high-velocity-dispersion component of the 1667 MHz transition, with velocity 𝑣 ∼ 330 km s−1 with respect to the systemic velocity. The host galaxy has a stellar mass of 𝑀★ = 2.95 × 1010 M⊙ and a star-formation rate of SFR = 371 M⊙ yr−1 , placing it ∼ 1.5 dex above the main sequence for star-forming galaxies at this redshift, and can be classified as an ultra-luminous infrared galaxy. Alongside the optical imaging data, which exhibits evidence for a tidal tail, this suggests that the OH megamaser arises from a system that is currently undergoing a merger, which is stimulating star formation and providing the necessary conditions for pumping the OH molecule to saturation. The OHM is likely to be lensed, with a magnification factor of ∼ 2.5, and perhaps more if the maser emitting region is compact and suitably offset relative to the centroid of its host galaxy’s optical light. This discovery demonstrates that spectral line mapping with the new generation of radio interferometers may provide important information on the cosmic merger history of galaxies.

The discovery of a z=0.7092 OH megamaser with the MIGHTEE survey

(2023)

Authors:

Matt J Jarvis, Ian Heywood, Sophie M Jewell, Roger P Deane, H-R Klöckner, Anastasia A Ponomareva, Natasha Maddox, Andrew J Baker, Alessandro Bianchetti, Kelley M Hess, Hayley Roberts, Giulia Rodighiero, Ilaria Ruffa, Francesco Sinigaglia, RG Varadaraj, IH Whittam, Elizabeth AK Adams, Maarten Baes, Eric J Murphy, Hengxing Pan, Mattia Vaccari