Multi-scale simulations of the Universe

Lead Research Organisation: University of Surrey
Department Name: Physics

Abstract

Our new group at the University of Surrey has computational and dynamical expertise over a wide range of scales from the stars orbiting around Sag A*, to cosmological simulations of the Universe. By tying these different scales together for the first time, we seek to shed new light on key outstanding problems in modern astrophysics:

- How do massive black hole (BH) binaries merge? (p1);
- What is the nature of dark matter? (p2; p3);
- How do galaxies form? (p4);
- How do globular clusters form? (p5); and
- How do massive stars form? (p6)

At the same time, we will build a community simulation database to: (i) provide mock data for up-coming missions eLisa, Gaia, Alma, Euclid and SKA; and (ii) to guide our theoretical understanding of these new and exciting data.

In p1, we study the coalescence of supermassive BHs in galactic centres. While every massive galaxy appears to host a supermassive BH, a close binary pair of holes has never been seen. Understanding how and why such binaries merge is important for the formation and evolution of galactic bulges, and because such mergers produce gravitational waves that are visible across the entire Universe. In this project, we will study in detail the combined effect of four coalescence mechanisms - one of which is completely new - for the first time.

In p2 and p3, we probe the nature of dark matter. Dark matter is an invisible substance that appears to make up most of the gravitating mass of the Universe, yet it remains mysterious. In p2, we exploit a new numerical technique for modelling dark matter fluids to place new constraints on the "temperature" of dark matter. This will allow us to test or rule-out popular dark matter particle candidates like sterile neutrinos. In p3, we will measure the dark matter distribution in the smallest dwarf irregular galaxies for the first time. In such galaxies, there are so few stars that the dark matter is expected to be "pristine", untouched by the gravitational effects of strong stellar feedback. By combining data for gas and star motions in these systems, we will test our cosmological model, and probe the nature of dark matter, on the smallest scale to date.

In p4, we study star formation & feedback in a galactic context using state-of-the-art numerical methods. The key bottleneck in our understanding of galaxy formation is how stellar feedback, originating within giant molecular clouds (GMCs), couples to the larger scale galactic environment. In star formation, the key bottleneck is how, and in what initial state, turbulent GMCs form from galactic gas. We will solve both by using "zoom" simulations to model star formation in its galactic context, for the first time.

In p5, we study the formation of globular clusters (GCs). These have been known about since antiquity yet their formation mechanism remains elusive. Are they simply the massive end of clustered star formation? And if so, why do they show such a distinctive bi-modality in colour, age, metallicity and their spatial/kinematic distribution? We will use our state-of-the-art galaxy formation simulations - that resolve the most massive star forming regions - to construct a single unified model for GC formation, for the first time.

Finally, in p6 we look at what we can learn about star formation from the nearby "30 Doradus" complex in the Large Magellanic Cloud. This is home to many young massive O stars that will explode as supernova just a few million years from now. The birth sites of these massive stars are believed to be the cores of dense stars clusters. However, ~two thirds of them are found outside of stars clusters. Some of these are observed to be moving at great speed - so-called "runaway" stars. We will study how and why massive stars escape their parent clusters, and consider the implications of this both for star formation within 30 Doradus, and on the scale of the host galaxy.

Planned Impact

Our STFC consolidated grant will be of great benefit to fellow academics (see Academic Beneficiaries). In addition, we will deliver economic and social impact, and knowledge transfer as follows:

1. Economic impact
- We will explore whether our in-house algorithms and/or special "boutique" hardware ideas can be commercialised by: (i) organising two interdisciplinary workshops with our South East Physics Network (SEPnet) partners on: "Multiscale modelling" and "Model fitting"; and (ii) working with our in-house research & enterprise support team (RES), and (where relevant) applying for money from the STFC and the Royal Society to further develop any commercial ideas.
- We will ensure that our PhD students and postdocs have the necessary skills, experience and contacts to move out of astrophysics if they wish to do so, providing a talent-stream for British industry. To achieve this, we will deliver relevant training through through RES and GRADnet.

2. Social impact
We will ensure that all scientific work output from our STFC consolidated grant is made freely available to be used by interested industry partners, schools and colleges, and/or the interested public. We will achieve this by:

- Publishing all of our work in high ranking, peer-reviewed, journals and on the open access arXiv e-Print server.
- Presenting our work at national and international conferences and workshops, writing press releases where appropriate.
- Making publicly available all of our simulation data products through a web interface for others to download and use.
- Making publicly available all of our software tools both for running our simulations, and analysing them.
- Setting up a dedicated website for public engagement where we will make high resolution images and movies of our simulations publicly available.
- Organising a monthly public engagement event during term time, showcasing our latest simulation results using a 3D theatre system, followed by (weather permitting) a chance to view the real night sky using existing in-house outreach facilities.
- Working with our outreach officer - Miss Sarah Barnes - to participate in major outreach initiatives across the country: National Astronomy Week; the Royal Society Summer Science Exhibition; and the Big Bang Fair.
- Working with our outreach officer to set up an "Astronomy Masterclass" - Simulating the Universe - aimed at first and second year sixth form students. This will (i) excite young students about physics and encourage University uptake in the subject; (ii) train young students in computer programming, a valuable transferrable skill; and (iii) promote our STFC funded research to enthusiastic physics students.

3. Knowledge transfer
We will facilitate knowledge exchange with industry, schools and the general public based on output from this STFC consolidated grant bid. To achieve this, we will:

- Work with RES to identify industry and academic partnerships that could be of mutual benefit.
- Work with our employer engagement officer - Mrs Kay Pearson - to seek industry partnerships for our PhD students.
- Offer graduate training across the new GRADnet SEPnet network to ensure that our PhD students have business-relevant data mining and computational skills.

Publications

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Bermejo-Climent J (2018) On the early evolution of Local Group dwarf galaxy types: star formation and supernova feedback in Monthly Notices of the Royal Astronomical Society

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Bruderer C (2015) Light versus dark in strong-lens galaxies: dark matter haloes that are rounder than their stars in Monthly Notices of the Royal Astronomical Society

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Ciuca I (2018) A Gaia DR2 search for dwarf galaxies towards Fermi-LAT sources: implications for annihilating dark matter in Monthly Notices of the Royal Astronomical Society

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Contenta F (2018) Probing dark matter with star clusters: a dark matter core in the ultra-faint dwarf Eridanus II in Monthly Notices of the Royal Astronomical Society

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Contenta Filippo (2018) Probing dark matter with star clusters: a dark matter core in the ultra-faint dwarf Eridanus II in Monthly Notices of the Royal Astronomical Society

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Cui W (2016) nIFTy galaxy cluster simulations - IV. Quantifying the influence of baryons on halo properties in Monthly Notices of the Royal Astronomical Society

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Fensch J (2017) High-redshift major mergers weakly enhance star formation in Monthly Notices of the Royal Astronomical Society

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Forbes D (2018) Extending the globular cluster system-halo mass relation to the lowest galaxy masses in Monthly Notices of the Royal Astronomical Society

 
Description We had three main projects running that were associated with this award.

The first project was led by our STFC-funded PDRA. In this, we simulated star forming regions in the context of their host disc galaxy, for the first time. Our goal was to capture the small-scale physics of star formation within individual gas clouds, while simultaneously capturing the larger-scale environment of these clouds within their host galaxy. We published two papers on this subject. The first looked at the effect of "stellar winds" in both promoting and inhibiting star formation (Rey-Raposo et al. 2017). The second studied the angular momentum correlations between stars forming in these molecular clouds and their host environment, looking at the impact of this on the properties of stellar mass black hole mergers and their associated gravitational waves.

In the second project, we ran high resolution simulations of the smallest galaxies in the Universe. These tiny galaxies are extremely rich in dark matter, making them very sensitive probes of dark matter models. By confronting our simulations with data for a host of nearby satellite and isolated dwarfs, we showd that these nearby dwarfs are perfectly consistent with the favoured "cold dark matter" model, while "warm dark matter" models are disfavoured. An STFC-funded PhD has taken this project further, launching the "EDGE" simulation campaign to simulate these galaxies in their full cosmological context.

In the third project, we developed new techniques for measuring the gravitational field at the centres of tiny dwarf galaxies. In the first series of papers, we used tiny star clusters to probe the dark matter distribution at the centre of the tiny "Eridanus II" ultra-faint dwarf spheroidal galaxy, for the first time (Petts et al. 2016; Contenta et al. 2018). We uncovered a striking result that Eridanus II appears to have much less dark matter in its centre than expected, with exciting implications for the nature of dark matter itself. We published a press release based on this study. In the second series of papers, we developed a new non-parametric Jeans method for probing the dark matter distribution at the centres of the Milky Way "classical" dwarf galaxies. Combining these data with similar measurements for nearby "dwarf irregular" galaxies, we uncovered the first observational evidence that dark matter can be "heated up" at the centres of dwarf galaxies. This striking result demonstrates that dark matter is real, ruling out "alternative gravity" models. It has also allowed us to place the tightest constraints to date on more exotic dark matter models like "self-interacting" dark matter. We wrote a press release associated with this discovery that achieved international reach.
Exploitation Route We have made all of the tools and simulation data developed here at the University of Surrey available to the wider community (e.g. https://github.com/justinread/gravsphere and https://edge-simulation.github.io/). Our novel multi-scale simulation and data modelling techniques may find application in fields beyond astrophysics.
Sectors Aerospace, Defence and Marine,Digital/Communication/Information Technologies (including Software),Education,Culture, Heritage, Museums and Collections

URL https://edge-simulation.github.io/
 
Description Two key results from the grant have provided societal and cultural impact through public press releases. The first release in 2018 was on a new method for measuring the amount of dark matter at the centres of tiny dwarf galaxies, finding the first evidence for a deficit of dark matter at the centre of a tiny "ultra-faint" dwarf galaxy. The second release in 2019 found the first observational evidence that dark matter can be "heated up" and moved around by star formation at the centres of dwarf galaxies. This paper for this latter result scored in the top 5% of all outputs scored by AltMetric (https://oxfordjournals.altmetric.com/details/53406249/news). It is a significant finding that solves a long standing cosmological puzzle - the "cusp-core" problem - that has resisted a full solution since it was first uncovered in 1994. If dark matter can be "heated up" by star formation, it must behave as a collisionless fluid. This rules out "alternative gravity" explanations for dark matter while also allowing new and tight constraints to be placed on exotic dark matter models like "self-interacting" dark matter. This result sparked significant interest in the general public, but also has a far-reaching impact on astrophysics, particle physics, experimental physics and physics as a whole. This latter is evidenced by several invited and plenary talks at particle physics conferences, including the Cern theory seminar, that have come directly from this work. In addition to the above public outreach impact, the grant has generated several software tools that will benefit the astrophysics research community, including Nbody6DF (https://github.com/JamesAPetts/NBODY6df) and gravsphere (https://github.com/justinread/gravsphere). This latter is becoming widely used by the community for mass modelling, from star clusters to galaxy clusters. Finally, the PI has developed novel algorithms for fluid dynamics as part of their astrophysics research (https://ui.adsabs.harvard.edu/abs/2010MNRAS.405.1513R/abstract). These algorithms underpin some of the work published in this grant (https://ui.adsabs.harvard.edu/abs/2018MNRAS.481L..16R/abstract). The PI won STFC IAA money and an STFC Follow on Fund award to explore applying these algorithms to engineering applications (https://gtr.ukri.org/projects?ref=ST%2FW000776%2F1). This work is ongoing but remains promising, having recently won an ICUREe award (https://www.icureprogramme.com/?utm_source=googleads&utm_medium=cpc&utm_campaign=icuresearch) to explore commercialisation of the new method (see separate Research Fish submission).
First Year Of Impact 2017
Sector Education
Impact Types Cultural,Societal,Economic

 
Description Accurate, geometry-free, computational fluid dynamics
Amount £88,708 (GBP)
Funding ID ST/W000776/1 
Organisation Science and Technologies Facilities Council (STFC) 
Sector Public
Country United Kingdom
Start 09/2021 
End 08/2022
 
Description Carnegie Mellon University 
Organisation Carnegie Mellon University
Country United States 
Sector Academic/University 
PI Contribution We have developed in Surrey a novel mass-modelling tool called GravSphere. We are currently working with Prof. Matthew Walker at Carnegie Mellon University to apply this technique to a wide range of data for nearby satellite dwarf galaxies. We have two high-impact publications that we will submit in the next month on this work. This will also for the basis for a longer term collaboration gathering more data for these galaxies and using them to probe the nature of dark matter. Our expertise in Surrey focuses on the simulation and modelling of these galaxies.
Collaborator Contribution Prof. Matthew Walker in Carnegie Mellon is a world expert on the spectroscopic observation of stars in nearby dwarf galaxies. This partnership is a win-win in that it combines Surrey's expertise in multiscale simulation and modelling with Carnegie Mellon's world-class observation and data analysis skills.
Impact We have two papers that are due to be submitted in the next month.
Start Year 2017
 
Description Lund 
Organisation Lund University
Department Department of Physics
Country Sweden 
Sector Academic/University 
PI Contribution Dr. Oscar Agertz moved from Surrey to Lund University in July 2016 to set up his own theoretical galaxy formation group there. Prof. Read was already working with the Galactic Archaeology group in Lund and with Oscar's move, we have now established a deep and lasting collaboration. We have a host of simulation projects that we have partnered on, including a suite of Milky Way zoom simulations and a suite of isolated dwarf galaxy simulations. We are also working together to build a deeper understanding of the Milky Way with Gaia. Our expertise in Surrey is in multiscale simulations and mass modelling.
Collaborator Contribution Our partners in Lund have expertise in numerical simulations of galaxy formation and evolution and in chemodynamic observations of resolved stars in the Milky Way. Their skill set is an excellent complement to those we have in-house in Surrey.
Impact The work is currently ongoing.
Start Year 2016
 
Description UCL 
Organisation University College London
Department Department of Physics & Astronomy
Country United Kingdom 
Sector Academic/University 
PI Contribution We have established partnerships with UCL and MSSL. With UCL, we have applied for a joint DiRAC computer time proposal to model dwarf galaxies at the edge of galaxy formation. The work will be led by our STFC-funded PhD student Matthew Orkney and follows on from high resolution simulations of dwarf galaxies undertaken on this grant. Our expertise in Surrey is in running and interpreting the results of these simulations, and in the design of their "sub-grid" physics module. With MSSL, we are working together on exploiting the new and exciting Gaia data.
Collaborator Contribution UCL, through Dr. Andrew Pontzen, have developed an exciting new tool to "genetically modify" the initial conditions for galaxy formation simulations. We are using this in our partnership on simulating dwarf galaxies at the edge of galaxy formation. This exciting new tool will allow us to forensically explore the effect of merger history and environment on the final properties of these tiniest of galaxies. Our partners at MSSL are experts on modelling and interpreting the Gaia data. We are working together on an exciting project to combine data from Gaia with the Fermi satellite to hunt for dark matter annihilation or decay signals.
Impact http://adsabs.harvard.edu/abs/2018MNRAS.474.4112M. Other work is ongoing.
Start Year 2017
 
Title GravImage 
Description This software determines the gravitational potential near the Sun from the phase space distribution of tracer stars. It is available publicly on request. 
Type Of Technology Software 
Year Produced 2016 
Open Source License? Yes  
Impact We have obtained the most robust estimate of the local density of dark matter to date. The tool has been further developed and will soon be applied to the Gaia DR2 data. 
URL https://ui.adsabs.harvard.edu/#abs/2016MNRAS.459.4191S/abstract
 
Title GravSphere 
Description This is a python-based software tool for mass-modelling spheroidal galaxies. It is well-tested on a large suite of mock data, including triaxial and tidally stripped galaxies. It can take advantage of split populations or proper motion data, if available. It is currently being used to mass model dwarf galaxies, but can be applied to elliptical galaxies or even galaxy clusters. The software has been publicly released as part of a follow up paper (https://arxiv.org/abs/1911.09124). 
Type Of Technology Software 
Year Produced 2017 
Open Source License? Yes  
Impact This product has allowed us to measure the inner density distribution of nearby dwarf satellite galaxies, for the first time. We have two papers in preparation on this that will allow us to demonstrate that dark matter can be "heated up" and moved around. This is a significant result that will have a large impact on the field. 
URL https://arxiv.org/abs/1701.04833
 
Title MNn potential expansion tool 
Description This software fits the gravitational potential of galaxies using a new "MNn" expansion. It is publicly available and already finding application in building compact analytic models of our Galaxy. 
Type Of Technology Software 
Year Produced 2016 
Open Source License? Yes  
Impact We are currently using it in Surrey to model stellar streams in the Milky Way; it is available for general public use. 
URL https://arxiv.org/abs/1604.03651
 
Description Astronomy outreach nights 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact We run a regular series of 2-3 astronomy outreach nights per semester at the University of Surrey. These attract typically between 100-500 members of the general public, including schools. Each night starts with a lecture showcasing our cutting edge astrophysics research, including that funded on this grant. This is followed by, weather willing, public observing using our teaching and outreach telescope on campus.
Year(s) Of Engagement Activity 2015,2016,2017,2018
URL https://www.surrey.ac.uk/department-physics/outreach-community
 
Description Cosmic Kingdom 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Cosmic Kingdom is a science video blog run by our STFC-funded PDRA Ramon Rey-Raposo. It has of order 40 subscribers and typical episodes have over 50 views. The special on gravitational waves, however, had over 200 views.
Year(s) Of Engagement Activity 2015,2016,2017,2018
URL https://www.youtube.com/channel/UCfQqWQ_3wjQfndwcxiU639g
 
Description Press release: "Hunting for dark matter in the smallest galaxies in the Universe" 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Press release on a research paper outlining a new method for measuring the amount of dark matter at the centres of the smallest galaxies in the Universe. The press release was picked up by over 20 international media outlets, including in the UK, the US, Canada, France, Italy, Spain and Iran. We also Tweeted about this result and made an accompanying YouTube video that has over 275 views (https://www.youtube.com/watch?v=E_c4enwcprU&feature=youtu.be).
Year(s) Of Engagement Activity 2018
URL https://www.surrey.ac.uk/news/hunting-dark-matter-smallest-galaxies-universe
 
Description Press release: Dark Matter on the Move 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Press release on our exciting result finding observational evidence that dark matter can be "heated up" and moved around at the centres of dwarf galaxies by star formation. This result demonstrates that dark matter is real, ruling out "alternative gravity" explanations. A companion paper also used these same data to place the tightest constraints to date on "self-interacting" dark matter. The press release was picked up by nearly 30 media outlets worldwide. The release led to interactions with journalists and a host of invited and plenary conference and public outreach talks on the subject. The paper is in the top 5% of all research outputs scored by AltMetric (https://oxfordjournals.altmetric.com/details/53406249/news).
Year(s) Of Engagement Activity 2019
URL https://www.surrey.ac.uk/news/dark-matter-move