Astrophysics at the University of Birmingham
Lead Research Organisation:
University of Birmingham
Department Name: School of Physics and Astronomy
Abstract
Most of our knowledge about the Universe at large has been derived from what scientists refer to as "electromagnetic radiation" - ranging from radio waves through infrared radiation and light, to X-rays and gamma rays. This has changed dramatically on September 14, 2015 when we directly detected for the first time ripples in space-time known as gravitational waves. The observational of the first gravitational-wave signal (GW150914) generated by the collision of two black holes has opened a new chapter in astronomy. We have discovered binary black holes, and learnt that every 15 minutes somewhere in the Universe two heavy stellar-mass black holes collide. In fact, since September 2015 we have observed five more collisions of this kind. On August 17, 2017 we observed GW170817, the first merger of a binary neutron star. Electro-magnetic radiation generated in the aftermath of the collision of the two neutron stars was then detected across the entire electromagnetic spectrum, from gamma-rays to radio waves, in possibly the most intense observational campaign of a single object in the history of astronomy. This first multi-messenger observation has demonstrated that double neutron star mergers are the engine powering at least some short-hard gamma ray bursts, and an important site for production of heavy elements, such as gold, in the Universe. The Birmingham group has played a key role in the development of the gravitational-wave instruments (Advanced LIGO) that enabled these discoveries, the analysis of the data, the characterisation of the properties of the sources, and the follow-up observational campaign of GW170817. In the coming years we expect to be able to observe a gravitational-wave signal every week, or possibly every day. We are preparing to use these signals from merging black holes and neutron stars to learn more about the evolution of these objects, stars, matter in extreme conditions, and to test our understanding of gravity itself. We are also developing the advanced technology which will be required to make future improvements to gravitational-wave observatories, so that more and much weaker signals can be observed and studied.
The capabilities of more conventional instruments to probe the distant Universe, and the capacity of large computers to simulate the influence of massive black holes at the centre of galaxies, continue to improve. We are bringing these developments together to advance our understanding of how structure in the universe - massive black holes, galaxies and clusters - form and evolve through cosmic time. A hot topic in astrophysics is the effort to understand the mysterious "dark energy" which powers the accelerating expansion of the Universe. We plan to use clusters of galaxies as probes of the structure and expansion history of the Universe on the largest scales, to advance our understanding of the nature of dark energy
The capabilities of more conventional instruments to probe the distant Universe, and the capacity of large computers to simulate the influence of massive black holes at the centre of galaxies, continue to improve. We are bringing these developments together to advance our understanding of how structure in the universe - massive black holes, galaxies and clusters - form and evolve through cosmic time. A hot topic in astrophysics is the effort to understand the mysterious "dark energy" which powers the accelerating expansion of the Universe. We plan to use clusters of galaxies as probes of the structure and expansion history of the Universe on the largest scales, to advance our understanding of the nature of dark energy
Planned Impact
In terms of academic impact, the immediate beneficiaries include the UK (and international) astronomy and physics community, extending far beyond the applicant group. In the longer term, this research will provide new insights into the formation and evolution of massive black holes, galaxies and clusters, underpin reliable measurements of the mysterious component of our Universe that we call "dark energy", using clusters of galaxies. Research in gravitational-wave astronomy is expected to continue to transform our understanding of the Universe, including information on the properties of neutron stars and black holes, and the behaviour of gravity in extreme conditions; in the long-term it will offer a new window on the very early Universe, when it is was a fraction of a second old. This will benefit the widest astronomy/astrophysics community, internationally.
With regard to societal impact, cosmology, astrophysics and black holes, are exciting areas and reliably excellent topics for public outreach. We have directly experienced the broad high-impact generated by the direct detection of gravitational waves and the first multi-messenger observation of a double neutron star coalescence. New activities have been flourishing and we expect this to continue and increase in the future. This progress should also help revitalise public interest in science as a whole at a time when economic pressure could potentially shrink investment in science in general. An improved understanding of cosmology, clusters of galaxies as the largest structures in the cosmos, massive black holes at the centre of galaxies and the most violent collisions in the universe involving black holes and neutron stars, catch the public imagination, and produce demand for creative work. Our public engagements activities have already generated new online media for education and outreach, such as interactive computer games. They have attracted considerable attention and we have been developing these games for tablets and other platforms, which are reaching an even wider audience.
Work that we have carried out in the experimental area has already provided direct benefit to UK industry. Work that we have carried out for the construction of sensors and electronics for Advanced LIGO has already benefited local SMEs with contacts for about £1M. We are developing new quantum technologies and inertial sensors that have the potential of a variety of industrial applications for quantum systems, new gravity-gradient sensors and integrated system models for navigation systems. We plan to carry out a dedicated programme of knowledge transfer and industrialisation together with the Birmingham Quantum Hub and NPL. Our data analysis and statistics work is already finding applications outside our astronomy research in climate studies, and we plan to further develop this aspect of our activities to lead to direct industrial applications and wide societal impact.
Of course, the training which post-doctoral research assistants and PhD students receive within our grant-funded programme is also of much wider benefit to the academic and non-academic communities. For example many of our students and post-doctoral researchers have secured high-profile jobs in the high-tech and data-intensive sectors.
With regard to societal impact, cosmology, astrophysics and black holes, are exciting areas and reliably excellent topics for public outreach. We have directly experienced the broad high-impact generated by the direct detection of gravitational waves and the first multi-messenger observation of a double neutron star coalescence. New activities have been flourishing and we expect this to continue and increase in the future. This progress should also help revitalise public interest in science as a whole at a time when economic pressure could potentially shrink investment in science in general. An improved understanding of cosmology, clusters of galaxies as the largest structures in the cosmos, massive black holes at the centre of galaxies and the most violent collisions in the universe involving black holes and neutron stars, catch the public imagination, and produce demand for creative work. Our public engagements activities have already generated new online media for education and outreach, such as interactive computer games. They have attracted considerable attention and we have been developing these games for tablets and other platforms, which are reaching an even wider audience.
Work that we have carried out in the experimental area has already provided direct benefit to UK industry. Work that we have carried out for the construction of sensors and electronics for Advanced LIGO has already benefited local SMEs with contacts for about £1M. We are developing new quantum technologies and inertial sensors that have the potential of a variety of industrial applications for quantum systems, new gravity-gradient sensors and integrated system models for navigation systems. We plan to carry out a dedicated programme of knowledge transfer and industrialisation together with the Birmingham Quantum Hub and NPL. Our data analysis and statistics work is already finding applications outside our astronomy research in climate studies, and we plan to further develop this aspect of our activities to lead to direct industrial applications and wide societal impact.
Of course, the training which post-doctoral research assistants and PhD students receive within our grant-funded programme is also of much wider benefit to the academic and non-academic communities. For example many of our students and post-doctoral researchers have secured high-profile jobs in the high-tech and data-intensive sectors.
Organisations
- University of Birmingham (Lead Research Organisation)
- UNIVERSITY OF EDINBURGH (Collaboration)
- University of Glasgow (Collaboration)
- DURHAM UNIVERSITY (Collaboration)
- University of Lyon (Collaboration)
- Alternative Energies and Atomic Energy Commission (CEA) (Collaboration)
- University of Michigan (Collaboration)
- University of Portsmouth (Collaboration)
- LIGO (Collaboration)
- University of Victoria (Collaboration)
- Virgo Ego Scientific Forum (Collaboration)
- LSST Dark Energy Science Collaboration (Collaboration)
Publications

Abbott B
(2019)
Search for gravitational waves from Scorpius X-1 in the second Advanced LIGO observing run with an improved hidden Markov model
in Physical Review D

Abbott B
(2020)
Model comparison from LIGO-Virgo data on GW170817's binary components and consequences for the merger remnant
in Classical and Quantum Gravity

Abbott B
(2019)
Search for intermediate mass black hole binaries in the first and second observing runs of the Advanced LIGO and Virgo network
in Physical Review D

Abbott B
(2020)
GW190425: Observation of a Compact Binary Coalescence with Total Mass ~ 3.4 M ?
in The Astrophysical Journal Letters

Abbott B
(2019)
Search for Gravitational-wave Signals Associated with Gamma-Ray Bursts during the Second Observing Run of Advanced LIGO and Advanced Virgo
in The Astrophysical Journal


Abbott B
(2019)
All-sky search for short gravitational-wave bursts in the second Advanced LIGO and Advanced Virgo run
in Physical Review D

Abbott B
(2020)
A guide to LIGO-Virgo detector noise and extraction of transient gravitational-wave signals
in Classical and Quantum Gravity

Abbott B
(2021)
A Gravitational-wave Measurement of the Hubble Constant Following the Second Observing Run of Advanced LIGO and Virgo
in The Astrophysical Journal

Abbott B
(2019)
GWTC-1: A Gravitational-Wave Transient Catalog of Compact Binary Mergers Observed by LIGO and Virgo during the First and Second Observing Runs
in Physical Review X
Description | Birmingham-Beijing Normal University Instrumentation Fund |
Amount | £269,638 (GBP) |
Organisation | Beijing Normal University |
Sector | Academic/University |
Country | China |
Start | 03/2020 |
End | 12/2020 |
Description | Omni-directional interferometric inertial sensor (OmniSens) |
Amount | € 2,536,331 (EUR) |
Funding ID | 865816 |
Organisation | European Research Council (ERC) |
Sector | Public |
Country | Belgium |
Start | 07/2020 |
End | 07/2025 |
Description | Phase-insensitive amplifier for quantum measurements |
Amount | £260,000 (GBP) |
Funding ID | EP/V048872/1 |
Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
Sector | Public |
Country | United Kingdom |
Start | 01/2021 |
End | 12/2022 |
Description | Quantum-enhanced interferometry for new physics |
Amount | £1,587,727 (GBP) |
Funding ID | ST/T006609/1 |
Organisation | Science and Technologies Facilities Council (STFC) |
Sector | Public |
Country | United Kingdom |
Start | 12/2020 |
End | 04/2025 |
Description | Royal Society Wolfson Fellowships |
Amount | £136,637 (GBP) |
Funding ID | RSWF\R3\183009 |
Organisation | The Royal Society |
Sector | Charity/Non Profit |
Country | United Kingdom |
Start | 04/2019 |
End | 05/2024 |
Description | 4MOST Strong Lensing Spectroscopic Legacy Survey (4SLSLS) |
Organisation | University of Portsmouth |
Department | Institute of Cosmology and Gravitation (ICG) |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | 4SLSLS is an approved 4MOST Community Survey. My team will contribute observing targets and interpret the data in collaboration with our colleagues. |
Collaborator Contribution | Our colleagues will also contribute observing targets, and we will collaborate on interpreting the data. |
Impact | None yet. |
Start Year | 2021 |
Description | Gravitationally Lensed Gravitational Wave Hunters |
Organisation | Durham University |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | proposal writing, paper writing, observing, data analysis, |
Collaborator Contribution | proposal writing, paper writing, observing, data analysis, |
Impact | 2018MNRAS.475.3823S |
Start Year | 2017 |
Description | Gravitationally Lensed Gravitational Wave Hunters |
Organisation | LIGO |
Country | United States |
Sector | Academic/University |
PI Contribution | proposal writing, paper writing, observing, data analysis, |
Collaborator Contribution | proposal writing, paper writing, observing, data analysis, |
Impact | 2018MNRAS.475.3823S |
Start Year | 2017 |
Description | Gravitationally Lensed Gravitational Wave Hunters |
Organisation | University of Glasgow |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | proposal writing, paper writing, observing, data analysis, |
Collaborator Contribution | proposal writing, paper writing, observing, data analysis, |
Impact | 2018MNRAS.475.3823S |
Start Year | 2017 |
Description | Gravitationally Lensed Gravitational Wave Hunters |
Organisation | University of Lyon |
Country | France |
Sector | Academic/University |
PI Contribution | proposal writing, paper writing, observing, data analysis, |
Collaborator Contribution | proposal writing, paper writing, observing, data analysis, |
Impact | 2018MNRAS.475.3823S |
Start Year | 2017 |
Description | Gravitationally Lensed Gravitational Wave Hunters |
Organisation | University of Michigan |
Country | United States |
Sector | Academic/University |
PI Contribution | proposal writing, paper writing, observing, data analysis, |
Collaborator Contribution | proposal writing, paper writing, observing, data analysis, |
Impact | 2018MNRAS.475.3823S |
Start Year | 2017 |
Description | Gravitationally Lensed Gravitational Wave Hunters |
Organisation | Virgo Ego Scientific Forum |
Country | Global |
Sector | Academic/University |
PI Contribution | proposal writing, paper writing, observing, data analysis, |
Collaborator Contribution | proposal writing, paper writing, observing, data analysis, |
Impact | 2018MNRAS.475.3823S |
Start Year | 2017 |
Description | LSST Dark Energy Science Collaboration |
Organisation | LSST Dark Energy Science Collaboration |
Sector | Charity/Non Profit |
PI Contribution | Preparing for Strong Lensing Science with Rubin/LSST |
Collaborator Contribution | Preparing for Strong Lensing Science with Rubin/LSST |
Impact | Same outputs as for LSST Strong Lensing Science Collaboration |
Start Year | 2015 |
Description | LSST:UK |
Organisation | University of Edinburgh |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | writing proposals, white papers, science roadmaps; collaboration management; working group management; |
Collaborator Contribution | writing proposals, white papers, science roadmaps; collaboration management; working group management; |
Impact | observatory construction, software development, observing strategy, scientific exploitation plans |
Start Year | 2015 |
Description | Local Cluster Substructure Survey (LoCuSS) |
Organisation | University of Victoria |
Country | Australia |
Sector | Academic/University |
PI Contribution | proposal writing, collaboration management and leadership, observing, data analysis, interpretation, paper writing and publication |
Collaborator Contribution | proposal writing, observing, data analysis, interpretation, paper writing and publication |
Impact | outputs: 23 papers, 1156 citations since 2008; |
Start Year | 2007 |
Description | Ultimate XMM Extragalactic Survey (XXL) |
Organisation | Alternative Energies and Atomic Energy Commission (CEA) |
Department | Institute of Research into the Fundamental Laws of the Universe (IRFU) |
Country | France |
Sector | Public |
PI Contribution | proposal writing, collaboration management and leadership, observing, data analysis, interpretation, paper writing and publication |
Collaborator Contribution | proposal writing, collaboration management and leadership, observing, data analysis, interpretation, paper writing and publication |
Impact | 17 articles (4 published, 13 in press) |
Start Year | 2012 |
Title | Birmingham Enviroment for Software Testing |
Description | Software testing algorithm to track the scientific predictions of modelling software used in the optics community. Checks the predictions and stores this in a database that researchers can use verify the validity of the computer model for the version of the software that they used. |
Type Of Technology | Webtool/Application |
Year Produced | 2018 |
Impact | Development of Finesse3 - an essential tool in the development of 3rd generation gravitational wave detectors. |
URL | https://best.sr.bham.ac.uk:8080/ |
Title | Chirp |
Description | Web app and mobile app to collate Gravitational Wave events as they are detected by LIGO and display this in a friendly way for researchers and the general public. |
Type Of Technology | Webtool/Application |
Year Produced | 2019 |
Impact | ~1000 unique users per day. |
URL | http://chirp.sr.bham.ac.uk/ |
Title | Interferometer simulation software FINESSE |
Description | FINESSE is a fast and easy to use interferometer simulation to design and debug laser interferometers. We wanted to be able to simulate many different user-defined optical setups and we would like to playfully teach and learn more about laser optics. FINESSE has a long pedigree and has benefited from years of real-life employment by the optics groups of gravitational wave detectors. |
Type Of Technology | Software |
Year Produced | 2016 |
Open Source License? | Yes |
Impact | FINESSE is used by all gravitional wave detector groups world wide. It has been cited in more than 100 scientific reports and papers. The new update of FINESSE released this year includes important new features related to radiation pressure and quantum noise, which are crucial for the design of upgrades to current detecors and designing future detectors, both activities are priorities of the community at the moment. |
URL | http://www.gwoptics.org/finesse/ |
Description | A 6D interferometric isolator |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Presentation to a mixed community of gravitation and nano-scale researchers highlighting the importance of vibration reduction for future gravitational wave observatories. |
Year(s) Of Engagement Activity | 2019 |
URL | https://agenda.infn.it/event/17248/ |
Description | An update on the progress of the 6D interferometric isolator |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Other audiences |
Results and Impact | An invited talk to the OzGrav consortium at their monthly meetings. There was quite some interest, especially from colleagues a the University of Western Australia, who also work with low-frequency experiments. |
Year(s) Of Engagement Activity | 2019 |
URL | https://www.ozgrav.org/ |
Description | Astronomy in the City |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Public/other audiences |
Results and Impact | Astronomy in the City is a series of free all-ticket public events, each packed with astrophysics; stargazing, and tea and biscuits. Evenings begin with talks covering astronomical highlights and recent research, and a question-and-answer session (for everything from beginner's questions about the night sky to the latest work done here in Birmingham). Afterwards, we host planetarium shows and (if the weather cooperates) we have observing with telescopes on campus. These events happen 4 times a year and attract ~250 members of the public to each one. They have been running since 2014. |
Year(s) Of Engagement Activity | 2016,2017,2018,2019,2020 |
Description | BBC Digital Planet |
Form Of Engagement Activity | A broadcast e.g. TV/radio/film/podcast (other than news/press) |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Public/other audiences |
Results and Impact | Interview on the digital planet about the construction of Gravity Synth - a performative art piece combining gravitational wave technology and audio synthesis. |
Year(s) Of Engagement Activity | 2019 |
URL | https://www.bbc.co.uk/programmes/w3cszbwy |
Description | Forward Thinking programme for Year 9 school students |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Schools |
Results and Impact | I was a speaker at the event Forward Thinking programme for Year 9 school students (50 participants). I gave a talk about space imaging and the students designed their own space telescope as a part of a group exercise and got positive feedback about the session. |
Year(s) Of Engagement Activity | 2022 |
URL | https://www.birmingham.ac.uk/teachers/years-7-11/forward-thinking.aspx#:~:text=The%20programme%20is%... |
Description | Large Synoptic Survey Telescope |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Public/other audiences |
Results and Impact | Several hundred members of the Insitute of Physics from the Worcester region and their families, school children and friends attended a public lecture that I gave about the Large Synoptic Survey Telescope. |
Year(s) Of Engagement Activity | 2019 |
Description | Mobile App Development - Chirp |
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 | Developed mobile app to communicate LIGO-Virgo gravitational-wave alerts to the general public. ~1000 unique users per day. Press release URL: https://www.birmingham.ac.uk/news/latest/2019/11/mobile-app-to-provide-the-latest-on-black-hole-collisions-and-merging-neutron-stars.aspx |
Year(s) Of Engagement Activity | 2019,2020 |
URL | http://chirp.sr.bham.ac.uk |
Description | Optomechanics for Gravity |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Other audiences |
Results and Impact | This is a talk presented at The British Optomechanical Research Network workshop organised by University of Nottingham. I provided an overview talk on how to study gravitational physics using optomechanics/ |
Year(s) Of Engagement Activity | 2019 |
Description | Path Towards kHz Gravitational-Wave Astronomy |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Other audiences |
Results and Impact | This is a talk given at the China-UK GREAT Network Workshop organised by University of Glasgow. In the talk, I presented ideas to improve the sensitivity of gravitational-wave detectors at kHz for probing neutron star physics. |
Year(s) Of Engagement Activity | 2019 |
Description | Physics talks within the Birmingham Summer School for Year 10 students |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Schools |
Results and Impact | I was a speaker at the event Physics talks within the Birmingham Summer School for Year 10 students (50 participants). I have a talk about imaging and discussed limitations on the optical resolution of cameras and human eyes and got positive feedback from the organisers. |
Year(s) Of Engagement Activity | 2022 |
URL | https://www.birmingham.ac.uk/teachers/years-7-11/year-10-summer-school.aspx |
Description | Public talk at ZEISS |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Public talk about gravitational waves hosted by the company Zeiss in Germany. Audience of about 50 persons, most of whom senior engineers at the company. The talk led to several individual contacts. We are currently exploring further collaboration of Zeiss with the GW community for research into optical test masses. |
Year(s) Of Engagement Activity | 2019 |
Description | Quantum Correlations of Light Mediated by Gravity |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Other audiences |
Results and Impact | This is a talk presented at the Macroscopic quantum superpositions (MaQS) worshop organised by Imperial College London. I presented an approach to probing the quantum nature of gravity using optomechanical devices. |
Year(s) Of Engagement Activity | 2019 |
URL | https://www.imperial.ac.uk/quantum-engineering-science-technology/maqs-workshop/ |
Description | RAS public lecture |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Public/other audiences |
Results and Impact | about 250 people from the general public attended the public lectures that sparkled interest and questions |
Year(s) Of Engagement Activity | 2020 |
URL | https://ras.ac.uk |
Description | TEDX Talk |
Form Of Engagement Activity | A broadcast e.g. TV/radio/film/podcast (other than news/press) |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Public/other audiences |
Results and Impact | TEDX Talk on parallels in Gravitational Wave instrumentation, technology development and art |
Year(s) Of Engagement Activity | 2019 |
URL | https://youtu.be/QLyPZRVQZPc |
Description | Testing quantum nature of Newtonian gravity with optomechanics |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Postgraduate students |
Results and Impact | In this talk, I discussed the use of optomechanics for testing the quantum nature of gravity in the strong gravity seminar organised by the Perimeter Institute in Canada. This seminar was delivered via Zoom. |
Year(s) Of Engagement Activity | 2021 |
Description | Workshop: Computer games for? Education and Outreach |
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 | Interdisciplinary workshop hosted by us, with students and staff from other disciplines attending. The focus was developing game-like interactions for public engagement with research. Afterwards undergraduate students from other schools contacted us for joint projects in this area. |
Year(s) Of Engagement Activity | 2019 |
Description | public talk at UCL for Spins UK |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Public/other audiences |
Results and Impact | about 100 people attended the talk that sparkled questions and interest |
Year(s) Of Engagement Activity | 2019 |
URL | http://www.spins-uk.net |
Description | talk at national space student conference 2020 |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Undergraduate students |
Results and Impact | about 200 students attended talk with sparkled questions and discussions |
Year(s) Of Engagement Activity | 2020 |
URL | https://ukseds.org/aurora/?p=nssc2020 |