Fundamental physics from galaxies

Abstract:

Galactic-scale tests have proven to be powerful tools in constraining fundamental physics in previously under-explored regions of parameter space. In this thesis we use astrophysical systems to test some of the fundamental principles governing our current theories of the Universe, through the development of source-by-source, Monte Carlo-based forward models.

We consider modifications to the propagation of light by one of three effects: quantum gravity (QG), a non-zero photon mass and a violation of the Weak Equivalence Principle (WEP). We use spectral lag data of Gamma Ray Bursts from the BATSE satellite to constrain the photon mass to be $m_\gamma < 4.0 \times 10^{-5} \, h \, {\rm eV}/c^2$ and the QG length scale to be $\ell_{\rm QG} < 5.3 \times 10^{-18} \, h \, {\rm \, GeV^{-1}}$ at 95\% confidence, WEP to $\Delta \gamma < 2.1 \times 10^{-15}$ at $1 \sigma$ confidence between photon energies of $25 {\rm \, keV}$ and $325 {\rm \, keV}$, and we demonstrate that these constraints are robust to how one models other contributions to the signal.

We investigate Galileon modified gravity theories by studying the offsets between the centre of a galaxy and its host supermassive black hole (BH). We constrain the Galileon coupling to be $\Delta G / G_{\rm N} < 0.16$ at $1\sigma$ confidence for Galileons with crossover scale $r_{\rm C} \gtrsim H_0^{-1}$. Inspired by the aforementioned test of modified gravity, we study spatially offset BHs in the Horizon-AGN simulation and compare these to observations, finding i) the fraction of spatially offset BHs increases with cosmic time, ii) BHs live on prograde orbits in the plane of the galaxy with an orbital radius that decays with time but stalls near $z=0$, and iii) the magnitudes of offsets from the galaxy centres are substantially larger in the simulation than in observations.

By cross-correlating dark matter density fields inferred from the spatial distribution of galaxies with gamma ray data from the \textit{Fermi} Large Area Telescope, marginalising over uncertainties in this reconstruction, small-scale structure and parameters describing astrophysical contributions to the observed gamma ray sky, we place constraints on the dark matter annihilation cross-sections and decay rates. We rule out the thermal relic cross-section or $s$-wave annihilation for all $m_\chi \lesssim 7 {\rm \, GeV}/c^2$ at 95\% confidence if the annihilation produces $Z$ bosons, gluons or quarks less massive than the bottom quark. We infer a contribution to the gamma ray sky with the same spatial distribution as dark matter decay at $3.3\sigma$. Although this could be due to dark matter decay via these channels with a decay rate $\Gamma \approx 3 \times 10^{-28} {\rm \, s^{-1}}$, we find that a power-law spectrum of index $p=-2.75^{+0.71}_{-0.46}$ is preferred by the data.

Finally, we outline a framework for assessing the reliability of the methods used in this thesis by constructing and testing more advanced models using cosmological hydrodynamical simulations. As a case study, we use the Horizon-AGN simulation to investigate warping of stellar disks and offsets between gas and stars within galaxies, which are powerful probes of screened fifth-forces.

Improving Photometric Redshift Estimation using GPz: size information, post processing and improved photometry

Monthly Notices of the Royal Astronomical Society Blackwell Publishing Inc.

Authors:

Z Gomes, MJ Jarvis, IA Almosallam, SJ Roberts

Abstract:

The next generation of large scale imaging surveys (such as those conducted with the Large Synoptic Survey Telescope and Euclid) will require accurate photometric redshifts in order to optimally extract cosmological information. Gaussian Processes for photometric redshift estimation (GPz) is a promising new method that has been proven to provide efficient, accurate photometric redshift estimations with reliable variance predictions. In this paper, we investigate a number of methods for improving the photometric redshift estimations obtained using GPz (but which are also applicable to others). We use spectroscopy from the Galaxy and Mass Assembly Data Release 2 with a limiting magnitude of r<19.4 along with corresponding Sloan Digital Sky Survey visible (ugriz) photometry and the UKIRT Infrared Deep Sky Survey Large Area Survey near-IR (YJHK) photometry. We evaluate the effects of adding near-IR magnitudes and angular size as features for the training, validation and testing of GPz and find that these improve the accuracy of the results by ~15-20 per cent. In addition, we explore a post-processing method of shifting the probability distributions of the estimated redshifts based on their Quantile-Quantile plots and find that it improves the bias by ~40 per cent. Finally, we investigate the effects of using more precise photometry obtained from the Hyper Suprime-Cam Subaru Strategic Program Data Release 1 and find that it produces significant improvements in accuracy, similar to the effect of including additional features.

JWST detection of heavy neutron capture elements in a compact object merger

Authors:

Andrew Levan, Benjamin Gompertz, Om Sharan Salafia, Mattia Bulla, Eric Burns, Kenta Hotokezaka, Luca Izzo, Gavin Lamb, Daniele Malesani, Samantha Oates, Maria Ravasio, Alicia Rouco Escorial, Benjamin Schneider, Nikhil Sarin, Steve Schulze, Nial Tanvir, Kendall Ackley, Gemma Anderson, Gabriel Brammer, Lise Christensen, Vikram Dhillon, Phil Evans, Michael Fausnaugh, Wen-fai Fong, Andrew Fruchter, Chris Fryer, Johan Fynbo, Nicola Gaspari, Kasper Heintz, Jens Hjorth, Jamie Kennea, Mark Kennedy, Tanmoy Laskar, Giorgos Leloudas, Ilya Mandel, Antonio Martín-Carrillo, Brian Metzger, Matt Nicholl, Anya Nugent, Jesse Palmerio, Giovanna Pugilese, Jillian Rastinejad, Lauren Rhodes, Andrea Rossi, Stephen Smartt, Heloise Stevance, Aaron Tohuvavohu, Alexander van der Horst, Susanna Vergani, Darach Watson, Thomas Barclay, Kornpob Bhirombhakdi, Elme Breedt, Alice Breeveld, Alex Brown, Sergio Campana, Paolo D'Avanzo, Valerio D'Elia, Massimiliano De Pasquale, Martin Dyer, Duncan Galloway, James Garbutt, Matthew Green, Dieter Hartmann, Pall Jakobsson, Paul Kerry, Danial Langeroodi, James Leung, Stuart Littlefair, James Munday, Paul O'Brien, Steven Parsons, Ingrid Pelisoli, Dave Sahman, Ruben Salvaterra, Gianpiero Tagliaferri, Christina Thöne, Antonio de Ugarte Postigo, Boris Sbarufatti, Ashley Chrimes, Danny Steeghs, David Kann

Large Synoptic Survey Telescope White Paper; The Case for Matching U-band on Deep Drilling Fields

Authors:

BW Holwerda, A Baker, S Blyth, S Kannappan, D Obreschkow, S Ravindranath, E Elson, M Vaccari, S Crawford, M Bershady, N Hathi, N Maddox, R Taylor, MATTHEW Jarvis, J Bridge

Abstract:

U-band observations with the LSST have yet to be fully optimized in cadence. The straw man survey design is a simple coverage of the medium-deep-fast survey. Here we argue that deep coverage of the four deep drilling fields (XMM-LSS, ECDFS, ELAIS-S1 and COSMOS) has a much higher scientific return, given that these are also the target of the Southern Hemisphere's Square Kilometer Array Pathfinder, the MeerKAT specifically, deep radio observations.

MIGHTEE - HI: The relation between the HI gas in galaxies and the cosmic web

Monthly Notices of the Royal Astronomical Society, Volume 513, Issue 2, pp.2168-2177

Authors:

Tudorache, Madalina N. ; Jarvis, M. J. ; Heywood, I. ; Ponomareva, A. A. ; Maddox, N. ; Frank, B. S. ; Adams, N. J. ; Bowler, R. A. A. ; Whittam, I. H. ; Baes, M. ; Pan, H. ; Rajohnson, S. H. A. ; Sinigaglia, F. ; Spekkens, K.

Abstract:

We study the 3D axis of rotation (3D spin) of 77 H I galaxies from the MIGHTEE-H I Early Science observations, and its relation to the filaments of the cosmic web. For this HI-selected sample, the alignment between the spin axis and the closest filament (|cos ψ|) is higher for galaxies closer to the filaments, with ⟨|cos ψ|⟩ = 0.66 ± 0.04 for galaxies <5 Mpc from their closest filament compared to ⟨|cos ψ|⟩ = 0.37 ± 0.08 for galaxies at 5 < d < 10 Mpc. We find that galaxies with a low HI-to-stellar mass ratio (log10(MHI/M⋆) < 0.11) are more aligned with their closest filaments, with ⟨|cos ψ|⟩ = 0.58 ± 0.04; whilst galaxies with (log10(MHI/M⋆) > 0.11) tend to be mis-aligned, with ⟨|cos ψ|⟩ = 0.44 ± 0.04. We find tentative evidence that the spin axis of HI-selected galaxies tend to be aligned with associated filaments (d < 10 Mpc), but this depends on the gas fractions. Galaxies that have accumulated more stellar mass compared to their gas mass tend towards stronger alignment. Our results suggest that those galaxies that have accrued high gas fraction with respect to their stellar mass may have had their spin axis alignment with the filament disrupted by a recent gas-rich merger, whereas the spin vector for those galaxies in which the neutral gas has not been strongly replenished through a recent merger tend to orientate towards alignment with the filament. We also investigate the spin transition between galaxies with a high HI content and a low HI content at a threshold of MHI≈10^9.5M⊙ found in simulations; however, we find no evidence for such a transition with the current data.