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Measuring Dark Matter, Neutral Hydrogen and Neutrino Mass with Next Generation Weak Lensing and Radio Data

Lead Research Organisation: Liverpool John Moores University
Department Name: Astrophysics Research Institute

Abstract

My research aims at measuring fundamental properties of three extremely elusive substances: dark matter, dark energy and neutrinos. As recently discovered, neutrinos are massive particles (Nobel Prize 2015), but their actual mass is still unknown. While we now understand how dark matter interacts with gravity, we still do not know what it is, and different cosmological measurements disagree about its abundance. Furthermore, all aspects of the dark energy are highly uncertain.

This situation will change drastically with the upcoming generation of galaxy surveys such as Euclid, LSST and WFIRST. These dedicated observatories will measure properties of dark matter, dark energy and neutrinos based on their "weak gravitational lensing" signatures. This technique relies on the detection of small distortions imparted on the image of distant galaxies by the gravitational pull of foreground massive objects. Weak lensing measures the abundance and the clustering of the total foreground matter, which is uniquely affected by its different elements.

I will use the latest observations from the Kilo Degree Survey, which has started to deliver exquisite weak lensing data, and will push the frontiers of our knowledge about the Universe, its content and its initial conditions. Through combining these dark matter data with independent observations of the cosmic microwave background and of the hydrogen, I will map out the global content of our Universe, component-by-component. This will be achieved with the method of 'cross-correlations', which singles out species common two both datasets.

These are transforming times for the field of cosmology, and the fundamental research undertaken during this Fellowship will by central to our understanding of dark matter, neutrinos, hydrogen and dark energy.

The expected outcome of the research includes the combined analyses of two lensing data sets, cosmic microwave background observations, and three dimensional maps of neutral hydrogen. It will result in at least five first-authored papers, plus a number of contributions based on sharing the simulations products that will be produced. This will directly support the future analysis of a number of scientific investigations, aiming for an impact well beyond 2030.

Related Projects

Project Reference Relationship Related To Start End Award Value
ST/S004858/1 17/02/2020 16/02/2021 £472,708
ST/S004858/2 Transfer ST/S004858/1 17/02/2021 16/02/2025 £373,720
 
Description We have discovered novel method to measure the key parameters that describe our cosmological model, by analysing weak lensing data with a new toolkit.
Exploitation Route All methods developed in this project, validated on data from the Dark Energy Survey and the Kilo Degree Survey, are now applied and improved on the next generation of galaxy surveys (Rubin and Euclid). There is a huge legacy.
Sectors Education

 
Description Used for public engagement activities, mainly via talks.
First Year Of Impact 2022
Sector Education
Impact Types Cultural

Societal

 
Description STFC Newcastle 2023 DTP
Amount £367,142 (GBP)
Funding ID ST/Y509401/1 
Organisation Science and Technologies Facilities Council (STFC) 
Sector Public
Country United Kingdom
Start 08/2023 
End 09/2028
 
Title Public simulations of the Dark Energy Survey 
Description I created a large suite of weak lensing simulations that reproduce the key properties of the Dark Energy Survey Year-1 data, which I have use to directly infer the cosmological parameters of our Universe. These simulations have multiple purposes; some a used to calibrate the cosmology dependence, some are used to investigate known systematic, while others are used to estimate the uncertainty on the measurement. 
Type Of Material Improvements to research infrastructure 
Year Produced 2020 
Provided To Others? Yes  
Impact I have made these simulations publicly available, and two research groups (in Bonn and Munich) are looking at these at the moment, developing novel techniques to extract information about the dark matter and dark energy content of our. 
 
Title Simulations of KiDS-1000 data 
Description Created simulations of the KiDS-1000 data, available for to community. 
Type Of Material Improvements to research infrastructure 
Year Produced 2024 
Provided To Others? Yes  
Impact Already 2 other researchers are using these simulations, which will lead to imminent papers. 
 
Title Infusion of intrinsic alignment of galaxies in simulations 
Description I have lead the development of a novel method to infuse the effect of intrinsic alignment of galaxies in numerical simulations, which is the main secondary signal in cosmic shear analyses. It is baes on projected tidal fields 
Type Of Material Computer model/algorithm 
Year Produced 2022 
Provided To Others? Yes  
Impact The method has been adopted in major surveys (KiDS, DES, LSST and Euclid) 
 
Title simulation-based inference 
Description I have led the design of a vast simulation programme to carry out cosmological inference in absence of theoretical models. 
Type Of Material Data analysis technique 
Year Produced 2022 
Provided To Others? Yes  
Impact Technique has since been used by other international collaborations (Dark Energy Survey, Hyper Suprime Survey, LSST-DESc and Euclid) 
URL https://ui.adsabs.harvard.edu/abs/2021MNRAS.506.1623H/abstract
 
Description Durham University 
Organisation Durham University
Country United Kingdom 
Sector Academic/University 
PI Contribution In collaboration with colleagues (already collaborators) from the University of Edinburgh, and based on my expertise in the field, prof. Baojiu Li invited me to contribute to a vast programme of weak lensing simulations tailored for probing deviations from the theory of General Relativity. I am leading the post-processing steps, which turn the raw data into observables, e.g. mock galaxy catalogues that resemble existing and upcoming galaxy surveys. First paper from this collaboration (Arnold et al, 2021) is out on the arXiv and under review. I am expecting to lead on or two papers based on this, the first of which is about 80% complete.
Collaborator Contribution Prof. Li and his team are in charge of generating the numerical simulations. Colleagues from Edinburgh will lead some of the statistical analysis.
Impact The project involves more than 200 numerical simulations that were run on the DIRAC super computer in Durham.
Start Year 2020
 
Description Cosmos21 Conference 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Gave a presentation on my research (and paper) and took part in a debate at an International conference in Chania, Greece. Led two discussion on my research and how it impacts upcoming cosmological data analyses.
Year(s) Of Engagement Activity 2024
URL https://cosmo21.cosmostat.org
 
Description European tour 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Gave a series of talk on my research across Europe:
Lausanne, Geneva, Grenoble, Marseille, Innsbruck, Zurich, Munich (MPI Garching and Munich University),
Year(s) Of Engagement Activity 2024
 
Description Lecture on Weak Lensing Beyond Tw0-Point statistics 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Postgraduate students
Results and Impact I gave a Lecture to post-graduate students, reviewing the fundamentals of statistics in cosmic shear cosmology data analysis, then
further detailing aspect in which I specialise, which are complementary to main stream methods.
Year(s) Of Engagement Activity 2021
 
Description Public community talk on cosmology and dark matter 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact Gave a public talk on mapping dark matter with billions of galaxies
Year(s) Of Engagement Activity 2024
 
Description Public outreach 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact I gave a public talk on mapping dark matter with millions of galaxies
Year(s) Of Engagement Activity 2024
 
Description Talk at Tehran Cosmology at the cross-roads Conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact I presented my research results at a Conference in a 10+5 minutes talk.
Year(s) Of Engagement Activity 2021
 
Description Talk in conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Led two discussion on my research and how it impacts upcoming cosmological data analyses.
Year(s) Of Engagement Activity 2023
URL https://bacco.dipc.org/workshop/