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The Missing Link: Unlocking galaxy evolution by understanding star formation.

Lead Research Organisation: University of Manchester
Department Name: Physics and Astronomy

Abstract

Stars are the engines that drive how galaxies evolve. When massive stars die the resulting supernova explosions transfer energy to the gas in the galaxy and support it against gravitational collapse. Stars form all the elements heavier than Helium by nuclear fusion, and these elements are returned to the galaxy in the supernova explosions. Planets are formed as by-products of star-formation, and the energy that they emit may fuel life on those planets. An understanding of how stars form is crucial to understanding the evolution of galaxies since the Big Bang. We can test this process using revolutionary new telescopes like the Atacama Large Millimetre and sub-millimetre Array (ALMA) and the future Square Kilometre Array (SKA). These advanced facilities will make it possible to observe the different environments within other galaxies in unprecedented detail.

To solve the mystery of how stars form in other galaxies we will first need good predictions that can be compared against the observations. I want to help solve this mystery by using supercomputer simulations to create extremely detailed models of where gas is concentrated into clouds in different types of galaxies. These gas clouds are known as molecular clouds, because they mainly consist of hydrogen molecules, and are the stellar nurseries in which stars are born. I will use the models to predict the temperature, density, chemical composition, and gas motions, and then investigate how easily the gas collapses to form stars, the type of stars formed, and the numbers of stars in the different clouds. This will enable me to determine whether molecular clouds and the stars formed in them are the same everywhere, or whether they vary with galactic environment. This is an important assumption as in observations we can only see the very brightest stars in other galaxies and have to assume that the fainter stars form in the same proportion as we see in nearby star-forming regions in our own Milky-Way Galaxy.

Previous models of star-formation always started with simple estimates of how clouds might begin, but uniquely, this project uses actual galaxy models. A major innovation is that I will use a chemical model to predict the composition of the gas, which will determine the emission seen by a telescope. For example, ALMA is sensitive to the emission from carbon monoxide gas, and the SKA will be sensitive to emission from atomic hydrogen. Using the computer simulations generated from this project I will make synthetic observations of the molecular clouds in other galaxies. In other galaxies we know that the amount of gas, the structure of the galaxy, and the chemical composition may be different, and so how clouds appear when observed will also be different. We can compare the computer generated emission maps to the observed maps as a reference guide to determine what the properties of the observed clouds actually are. Astronomical observations are 2D projected images of what are 3D structures, moreover, the emitted light changes with the temperature and density of the gas. This makes molecular clouds hard to understand without a good model to compare against. This is particularly true of modern telescopes as due to their improved resolution and sensitivity the observations are very complex due to the fine details that they can see. Consequently, the models from this project will be crucial in using ALMA and the SKA to determine how stars form throughout our Universe.

Publications

10 25 50
 
Description The formation of stars from clouds of cold gas in galaxies is both a fundamental astrophysical process, and a driver of galaxy evolution by their radiation and supernovae explosions when they die. It is fundamental both to cosmology and to understanding how solar systems like our own form. However, our current understanding of star formation is limited, as previous models didn't consider how their natal gas clouds were influenced by their host galaxy. Star formation in galaxies outside our own could not previously be seen in telescopes, but revolutionary new observing facilities are revealing the distribution of star forming gas and dust in exquisite detail, creating a step-change in our understanding. In this grant we sought to understand how stars and galaxies are connected by using (magneto)-hydrodynamic simulations to create numerical models in which our understanding of the physics of star formation could be tested against observations in nearby galaxies for the first time. Highlights included showing that the the star clusters that formed in different locations in a galaxy would differ, testing the molecular envelopes against revolutionary new 3D dust observations and showing that additional support was needed, showingthat magnetic fields changed the molecular composition of gas in galaxies.
Exploitation Route The zoom-in techniques developed in this project are now increasingly used throughout the field.
Sectors Education

 
Description Astrophysics and Cosmology Research at the Jodrell Bank Centre for Astrophysics 2023-2026
Amount £3,874,951 (GBP)
Funding ID ST/X001229/1 
Organisation Science and Technologies Facilities Council (STFC) 
Sector Public
Country United Kingdom
Start 03/2023 
End 03/2026
 
Description RADA: Radio Astronomy for Development in the Americas
Amount £40,277 (GBP)
Organisation Science and Technologies Facilities Council (STFC) 
Sector Public
Country United Kingdom
Start 08/2018 
End 08/2019
 
Description SKA postgraduate exchange program 2017
Amount £40,000 (GBP)
Organisation Science and Technologies Facilities Council (STFC) 
Sector Public
Country United Kingdom
Start 04/2018 
End 05/2020
 
Title Decaying Turbulence in Molecular Clouds 
Description Introduction This data release contains a suite of 15 AREPO simulations of a spherical molecular clouds of mass \(M=10^4\text{M}_\odot\) and radius \(R \approx 9\text{pc}\) seeded with different types of decaying turbulence. The initial conditions for each simulation are different, with different turbulent modes: mixed turbulence, purely compressive, and purely solenoidal; and different Virial ratios: gravitationally underbound and overbound clouds. Simulations Each of the .zip archives contains a simulation. The simulation name is as follows: where: Turbulent mode can be: M = mixed, C = compressive, S = solenoidal. RNG seed used to generate the turbulence can be: 26, 57 and 90. The Virial ratio can be: none = Virial equilibrium (\(\alpha_\text{vir}=1.0 \)), O = overbound (\(\alpha_\text{vir}=0.6\)), U = underbound (\(\alpha_\text{vir}=2.0\)). Each simulation consists of: Four simulation snapshots, which are AREPO binary files, corresponding to the four epochs of interest: when total mass in sinks/stars is \(250\text{M}_\odot\), \(500\text{M}_\odot\), \(750\text{M}_\odot\), \(1000\text{M}_\odot\). Four density grids, corresponding to the four snapshots, which are ray-casted from the AREPO simulations. Four filament networks identified in the density grids using the tool DisPerSE. Reading in the files The simulations are easily read and analyzed using the code released as part of our study, called \(\texttt{fiesta}\): fiesta-astro.readthedocs.io. Supplementary content The data release also contains two animations: 2D_temporal_animation.mp4 and 3D_sinkepoch_animation.mp4, which are useful for visualizing the simulations. 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? Yes  
Impact Data is available for the community. 
URL https://zenodo.org/record/7946648
 
Title FIESTA 
Description FIESTA stands for FIlamentary STructure Analysis, and is an astrophysical toolkit for studying filamentary networks in density fields defined on unstructured meshes. It is primarily built for use with the multi-physics hydrodynamical code AREPO (Springel, 2010) and the filament identification tool DisPerSE (Sousbie, 2011), but can also be used more generally with other softwares through some modifications. It includes tools such as: reading and writing data files for the aforementioned softwares; 2D and 3D visualizations of simulations and filamentary networks, along with functions for statistical analysis; algorithms for characterizing filament properties such as length, mass, density profile, and more! 
Type Of Material Data analysis technique 
Year Produced 2023 
Provided To Others? Yes  
Impact Software is being used by other collaborators in our team. 
URL https://fiesta-astro.readthedocs.io/en/latest/
 
Title Maggie filament datacubes 
Description VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'The "Maggie" filament: Physical properties of a giant atomic cloud.' (bibcode: 2022A&A...657A...1S) 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
Impact Data available for community analysis and followup. 
URL https://cdsarc.cds.unistra.fr/viz-bin/cat/J/A+A/657/A1
 
Title PCA Factory 
Description A new open source module, which smartly performs PCA to extract velocity structure functions from simulated or real data of the ISM in a user-friendly way. Software DOI: 10.5281/zenodo.3822718 
Type Of Material Data analysis technique 
Year Produced 2021 
Provided To Others? Yes  
Impact This was developed as part of a major publication meeting one of the key goals of the project, to compare to CO line observations in the observational space. 
URL http://github.com/andizq/pcafactory
 
Title Synthetic Large-scale Galactic Filaments: On Their Formation, Physical Properties, and Resemblance to Observations 
Description Publicly available grid of models representing the Interstellar Medium at galactic scales. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
Impact Dataset was the basis of a publication and enabled a comparison between several observational studies and theoretical data. 
URL https://dataverse.harvard.edu/
 
Title THOR DR2 source list 
Description VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'The HI/OH/Recombination line survey of the inner Milky Way (THOR): data release 2 and HI overview.' (bibcode: 2020A&A...634A..83W) 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact Sources available for use by the community for follow up observations. 
URL https://cdsarc.cds.unistra.fr/viz-bin/cat/J/A+A/634/A83
 
Title elijah-mullens/Skeletonizing-and-Analyzing-Pipeline-for-3D-Interstellar-Cloud-Ensembles: v1.0.0 
Description In order to utilize the Skeletonizing and Analysis Pipeline for Interstellar Clouds First, go to Installation-Instructions folder and download all packages in a new conda environment Then there are a few different tutorial folders. Each tutorial folder has a link in the Data-Source.txt that points to where the data for that tutorial notebook can be downloaded from. Single-Grid Tutorials Folders These folders include the pipeline version that analyzes one simulation or observations .fits file. There are tutorial examples for both an observational .fits file, and one simulation .fits files Notebooks include how to run the pipeline, and how to analyze pipeline outputs. Note : The pipeline has been tested on other simulation data. If you have any questions, feel free to email eem85@cornell.edu. Note : The pipeline assumes that simlation grids are in positiion-position-position (ppp) space, not position-position-velocity (ppv). The pipeline will skeltonize and analyze ppv grids, but the results will need to be interpreted more carefully. Multiple-Grid Tutorial Folders These folders include the pipeline version that was specifically made for the Cloud Factory simulation grids. There exists tutorials on how to turn the AREPO grids into fits files, run the pipeline on the ensemble of fits files, and how to analyze pipeline outputs. Data Table Tutorial This folder includes all the data table outputs for the entire Cloud Factory simulation grid ensemble found in Mullens 2023, and how to make nice corner plots from the pipeline outputs. 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? Yes  
Impact Standardised method has allowed comparison between different teams. 
URL https://zenodo.org/doi/10.5281/zenodo.10157332
 
Description CARMA NRAO Orion survey 
Organisation Yale University
Department Department of Physics
Country United States 
Sector Academic/University 
PI Contribution Participation in team telecoms discussing results. Feedback on paper drafts.
Collaborator Contribution A large CO survey of Orion.
Impact 1st paper submitted.
Start Year 2016
 
Description ECOGAL 
Organisation Heidelberg University
Country Germany 
Sector Academic/University 
PI Contribution Member of the large-scale working group investigating how star formation and galactic structure is linked using Arepo simulations of the galactic ISM.
Collaborator Contribution An international team focussed between Germany, France and Italy with Manchester in the UK. The main focus is the galactic ecosystem of star formation.
Impact No outcomes to report as yet.
Start Year 2022
 
Description PHANGS 
Organisation Max Planck Society
Department Max Planck Institute for Astronomy
Country Germany 
Sector Academic/University 
PI Contribution Physics at High Angular Resolution in Nearby Galaxies Survey Lead by Prof Eva Schinerer at the MPIA with collaborators throughout Europe and the US. I provide theoretical modelling and comparison to the observed data as well as contributing to group discussions and paper revision.
Collaborator Contribution The collaboration is the world leading survey of the resolved ISM in nearby galaxies.
Impact JWST special edition in ApJL
Start Year 2022
 
Description THOR collaboration 
Organisation Max Planck Society
Department Max Planck Institute for Astronomy
Country Germany 
Sector Academic/University 
PI Contribution Member of the collaboration team. Help in preparation of papers.
Collaborator Contribution THOR is a collaboration studying the "The HI, OH, Recombination line survey of the Milky Way.
Impact 1 paper published and the 2nd in final stages of review.
Start Year 2015
 
Description The hunt for Nessie 
Organisation Harvard University
Department Harvard-Smithsonian Center for Astrophysics
Country United States 
Sector Academic/University 
PI Contribution Providing a theoretical dataset of simulated Milky Way clouds.
Collaborator Contribution Comparing the simulations to observed Galactic filaments using the same techniques as in their observations.
Impact None as yet.
Start Year 2017
 
Description BlueDot 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Public talk on the main science stage of the Bluedot science/music festival.
Year(s) Of Engagement Activity 2023
 
Description I'm a Scientist get me out of here 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Schools
Results and Impact Live text-chat with school pupils as part of the Pink Zone on the I'm a Scientist Website throughout the month of March 2021.
Year(s) Of Engagement Activity 2021
 
Description Meet the Expert Talk - Jodrell Bank Discovery Centre 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Public talk during school half terms describing my work and answering astronomy questions from the audience at the Jodrell Bank Discovery Centre.
Year(s) Of Engagement Activity 2017
 
Description Science Cafe- Radio Wales 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Interview about my research with the Radio Wales Science Cafe program after my plenary talk at NAM2023. The broadcast was available throughout Wales, on air, and UK wide on iplayer and BBC sounds.
Year(s) Of Engagement Activity 2023
 
Description Stellar Nursery 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact Developed an age appropriate activity for nursery children (age 3-5) bringing astronomy research on star formation into the nursery in a way that they can engage with so that from an early age this is seen as a possible career path. Delivered first session in November and will continue to do so over the area.
Year(s) Of Engagement Activity 2024