Probing dark energy and modified gravity with galaxy clustering and weak lensing
dc.contributor.advisor
Pourtsidou, Alkistis
dc.contributor.advisor
Beutler, Florian
dc.contributor.advisor
Zuntz, Joe
dc.contributor.advisor
Sanchez-Janssen, Ruben
dc.contributor.author
Tsedrik, Maria
dc.date.accessioned
2025-05-05T15:13:03Z
dc.date.available
2025-05-05T15:13:03Z
dc.date.issued
2025-05-05
dc.description.abstract
The new generation of cosmological surveys, called Stage-IV surveys, provides measurements
of unprecedented volume and quality. This, in turn, leads to increased statistical
precision. Now our knowledge of the Universe is restricted by the efficiency of our
methods and accuracy of our models, rather than by our measurements (assuming that
observational systematics are fully understood). Therefore, our goal is to develop and
test methods and models for analysing the data in order to reliably extract as much
information as possible. We do so by extending standard modelling techniques into
the nonlinear regime. We apply the nonlinear techniques to non-standard cosmological
models, such as evolving and interacting dark energy models, modified gravity theories,
and massive neutrinos. These alternative models attempt to resolve tensions between
the cosmological parameters extracted from the early-time (high-redshift) and late-time
(low-redshift) Universe, which arise in the paradigm of the standard cosmology, ΛCDM.
We refer to the measurements with which we study the laws and constituents of our
Universe as cosmological probes. In this thesis we work with two cosmological probes of
the late-time Universe: galaxy clustering and weak lensing. The redshifts of galaxies
can be precisely measured with spectroscopic instruments. From the distribution of
galaxies in redshift space we can build and then model summary statistics. Here we
focus on the power spectrum and bispectrum multipoles as our main galaxy clustering
observables. Regarding weak gravitational lensing, this phenomenon corresponds to the
coherent distortion in the observed shapes of distant galaxies due to the bending of light
by the Large Scale Structure. The degree of distortion, or shear, depends on the amount
and concentration of matter along the propagation of light. Based on the measured galaxy
shape distribution from photometric images, we again can build various statistics. In this
thesis we focus on the cosmic shear power spectrum as our main weak lensing observable.
The goal of Chapter 1 and Chapter 2 is to provide the background information required
to grasp the findings of the latter chapters. Chapter 1 familiarises the reader with the
main cosmological and theoretical concepts that are necessary to understand the modelling
of our main observables. We motivate our interest in the extensions of the standard
cosmological model, as well as demonstrate explicitly what changes they introduce at
the level of the observables. Chapter 2 establishes the notion of probability in two
frameworks, Bayesian and Frequentist, that allows us to assess the accuracy of a model
given the data. In the same chapter we also describe the mechanisms of the probability
distribution sampling, i.e., the mechanisms of geometrically exploring the regions of the
model’s parameter space that describe the data best.
In Chapter 3, we analyse the redshift space power spectrum and bispectrum multipoles
of dark matter halos from a large set of simulations. Interacting dark energy, in particular
the “Dark Scattering” model in which dark energy and dark matter are coupled by pure
momentum exchange, is the main focus of this chapter. We find a substantial improvement
of constraints on the dark energy parameters when the bispectrum multipoles are
combined with the power spectrum multipoles. In Chapter 4, using the same perturbative
framework, we analyse the power spectrum multipoles from a Stage-III spectroscopic
survey, BOSS DR12. Now we focus on constraining a generalised parameterisation of
modified gravity via the growth index and massive neutrinos. Albeit without a crucial
statistical significance, we find values of the growth index which deviate from its ΛCDM
limit and lead to the suppression of structure growth at late-times. Such behaviour might
resolve the so-called S8 tension. In a nutshell, this cosmological tension corresponds to the
contradiction between the high- and low-redshift measurements of the matter fluctuation
amplitude in the standard cosmological model. Additionally, in both chapters we observe
strong projection effects in the parameter space, which are pedagogically introduced in
Chapter 2. We explore the projection effects in the context of spectroscopic surveys and
propose possible solutions.
In Chapter 5, we develop a model-independent approach with a generalised screening
function to model the nonlinear matter power spectrum for many dark energy and
modified gravity models. Screening is a mechanism that allows for a theory to recover the
classical gravitational interactions at small scales and in dense regions, such as our Solar
System. This time we work in the halo-based reaction framework. Then, in Chapter 6,
we apply this approach in the modelling of the cosmic shear power spectra. When
tested on mock Stage-IV cosmic shear data, we discover promising hints of detecting
the screening transition. We also explore a strong degeneracy between baryonic physics
and the screening transition, as well as the impact of massive neutrinos.
In the final chapter, Chapter 7, we summarise the studies presented in this thesis
and list our next steps in probing and constraining extended cosmologies with galaxy
clustering and weak lensing.
en
dc.identifier.uri
https://hdl.handle.net/1842/43410
dc.identifier.uri
http://dx.doi.org/10.7488/era/5946
dc.language.iso
en
en
dc.publisher
The University of Edinburgh
en
dc.relation.hasversion
Stage-IV Cosmic Shear with Modified Gravity and Model-independent Screening Tsedrik, M., Bose, B., Carrilho, P., Pourtsidou, A., Pamuk, S., Casas, S. & Lesgourgues, J., 30 Oct 2024, In: Journal of Cosmology and Astroparticle Physics (JCAP). 2024, 10, p. 1-40 40 p., 099
en
dc.relation.hasversion
Fast and accurate predictions of the nonlinear matter power spectrum for general models of Dark Energy and Modified Gravity Bose, B., Tsedrik, M., Kennedy, J., Lombriser, L., Pourtsidou, A. & Taylor, A., 1 Mar 2023, In: Monthly Notices of the Royal Astronomical Society . 519, 3, p. 4780-4800 21 p
en
dc.relation.hasversion
Modified gravity and massive neutrinos: constraints from the full shape analysis of BOSS galaxies and forecasts for Stage IV surveys Moretti, C., Tsedrik, M., Carrilho, P. & Pourtsidou, A., 12 Dec 2023, In: Journal of Cosmology and Astroparticle Physics (JCAP). 12, p. 1-37 37 p., 025
en
dc.relation.hasversion
Maria Tsedrik, Chiara Moretti, Pedro Carrilho, Federico Rizzo, and Alkistis Pourtsidou. Interacting dark energy from the joint analysis of the power spectrum and bispectrum multipoles with the EFTofLSS. Mon. Not. Roy. Astron. Soc., 520 (2):2611–2632, April 2023. doi: 10.1093/mnras/stad260
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dc.subject
Dark Energy
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dc.subject
Modified Gravity
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dc.subject
Galaxy Clustering
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dc.subject
Weak Lensing
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dc.subject
Cosmological Models
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dc.title
Probing dark energy and modified gravity with galaxy clustering and weak lensing
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dc.type
Thesis or Dissertation
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dc.type.qualificationlevel
Doctoral
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dc.type.qualificationname
PhD Doctor of Philosophy
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