Mathematical Theory of Radiation Transport: Nuclear Technology Frontiers (MaThRad)

Lead Research Organisation: University of Warwick
Department Name: Statistics

Abstract

Nuclear technology is, by definition, based around the principle of subatomic physics and the interaction of radiation particles with materials. Whilst the microscopic behaviour of such systems is well understood, the degree of inhomogeneity involved means that the ability to predict the flux of particles through complex physical environments on the macroscopic (human) scale is a significant challenge. This lies at the heart of how we design, regulate and operate some of the most important technologies for the twenty-first century. This includes building new reactors (fission and fusion), decommissioning old ones, medical radiation therapy, as well as opening the way forward into space technologies through e.g. the development of space-bound mini-reactors for off-world bases and protection for high-tech equipment exposed to high-energy radiation such as satellites and spacesuits. Accurate prediction of how radiation interacts with surrounding matter is based on modelling through the so-called Boltzmann transport equation (BTE). Many of the existing methods used in this field date back decades and rely on principles of simulated (e.g. neutron) particle counting obtained by Monte Carlo and other numerical methods. Input from the mathematical sciences community since the 1980s has been limited. In the meantime, various mathematical theories have since emerged that present the opportunity for entirely new approaches. Together with powerful modern HPC and smarter algorithms, they have the capacity to handle significantly more complex scenarios e.g. time dependence, rare-event sampling and variance reduction as well as multi-physics modelling.

This five-year interdisciplinary programme of research will combine modern mathematical methods from probability theory, advanced Monte Carlo methods and inverse problems to develop novel approaches to the theory and application of radiation transport. We will pursue an interactive exploration of foundational, translational and application-driven research; developing predictive models with quantifiable accuracy and software prototypes, ready for real-world implementation in the energy, healthcare and space nuclear industries. This programme grant will unite complementary research groups from mathematics, engineering and medical physics, leading to sustained critical mass in academic knowledge and expertise. Through a diverse team of researchers, we will lead advances in radiation modelling that are disruptive to the current paradigm, ensuring that the UK is at the forefront of the 21st century nuclear industry.
 
Description PHC Alliance
Amount € 5,000 (EUR)
Funding ID 47867UJ 
Organisation Campus France 
Sector Charity/Non Profit
Country France
Start 01/2023 
End 12/2023
 
Description Training Grant, Industrial Case Account: Industrial CASE Account - University of Warwick 2024
Amount £784,000 (GBP)
Funding ID EP/Z530918/1 (Voucher No: 240112) 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 09/2024 
End 09/2029
 
Description Training Grant, Industrial Case Account: Industrial CASE Account - University of Warwick 2024
Amount £784,000 (GBP)
Funding ID EP/Z530918/1 (Voucher No: 240111) 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 03/2024 
End 03/2029
 
Title endfio: A RUST library for reading ENDF formatted nuclear data files 
Description ENDF-6 is the standard format for distribution of nuclear data files. endfio aims to be a small library to allow reading, modifying and creating the nuclear data files in that format. 
Type Of Technology Software 
Year Produced 2023 
Open Source License? Yes  
Impact Free tool for general softwere/reaserch community 
 
Title test-sampler: Library for statistical unit testing of sampling algorithms in RUST 
Description The package is intended to provide utilities to unit test sampling algorithms. In particular, when developing Monte Carlo particle transport codes, one needs to write procedures to sample a large number of complex distributions that describe different physical interactions (various types of scattering, fissions etc.). The models are usually well described by differential cross-sections for which explicit expressions exist. However, in practice getting the normalisation to convert cross-section into the probability density function (pdf) may require tricky numerical integration. Thus, in short, getting the shape of pdf is often easy, getting the pdf or cumulative distribution function (cdf) is not. This package provides two components to enable unit testing of sampling algorithms. - A universal sampler which can draw samples from an arbitrary shape function that describes the continuous 1D distribution on a bounded support. - A selection of two-sample statistical tests to verify that two samples were drawn from the same distribution. Thus one can use the universal sampler to (inefficiently) generate reference set of samples from a shape function and compare them against the 'production' algorithm. 
Type Of Technology Software 
Year Produced 2023 
Open Source License? Yes  
Impact Free tool for general software/research community 
URL https://github.com/Mikolaj-A-Kowalski/test-sampler/tree/master
 
Description 2nd MaThRad Clinical Workshop 8 November 2023 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Building on the success of the first MaThRad Clinical Workshop, MaThRad hosted a second MaThRad Clinical Workshop on the 8 November 2023 at the National Physical Laboratory.
This workshop was designed to stimulate and focus research, as well as identifying new collaboration opportunities within MaThRad's interdisciplinary community. The agenda include keynote talks from Sebastiaan Breedveld (Erasmus MC NL), Thyrza Jagt (NKI NL), Mikael Simard (UCL) and Tony Slaba (NASA Langley Research Centre) as well as received updates on research which has been developed from the first workshop in February.

Each keynote speaker presented a problem from their area for further consideration. There were dedicated group discussion sessions built into the agenda, and participants were pre-assigned into interdisciplinary groups to discuss the problems presented. The MaThRad Postdoc team facilitated the discussions and then gave a summary of the discussions to the main group at the end of the event.

The audience was a mix of academics - including Senior Professors, early career researchers, and doctoral students, as well as clinicians, industry partners, and practitioners
Year(s) Of Engagement Activity 2023
URL https://mathrad.ac.uk/event/second-mathrad-clinical-workshop-8-november-2023/
 
Description Andreas Kyprianou: Presentation at Warwick Centre for Predicitive Modelling Seminar (presented Mathematics of Radiation Transport Modelling) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presented "Mathematics of Radiation Transport Modelling" at the Warwick Centre for Predicative Modelling (WCPM) seminar on Monday 12 February 2024. The audience comprised of researchers from Mathematics, Engineering, Chemistry, Life Sciences and Physics, including PhD students from the HetSys CDT - potential MaThRad collaborator. This lead to further discussions on the applications of the work presented to MaThRad projects.

The Warwick Centre for Predictive Modelling (WCPM) is an interdisciplinary research centre focussed on providing a framework for the application of predictive modelling and uncertainty quantification (UQ) tools in science and engineering research. WCPM was established to:

1) To provide research leadership for UQ in the UK and worldwide, building on the best existing methodologies as well as developing new ones
2) To combine UQ tools - traditionally developed in the mathematical sciences - with the application domain expertise of the physical and life sciences to produce scientific and engineering applications in areas aligned with national and global priorities, e.g. in sustainability, high value manufacturing, and advanced materials.
Year(s) Of Engagement Activity 2024
URL https://warwick.ac.uk/fac/sci/wcpm/seminars/
 
Description Cambridge Nuclear Group and CEA Workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact The Cambridge Nuclear Group lead by MaThRad Co-I Eugene Shwageraus welcomed representatives from the French Alternative Energies and Atomic Energy Commission (CEA), Andrea Zoia (CEA Research Director & INSTN Professor, Fundamental Research Division) and Eric Dumontiel (CEA Fellow & Head of LTSD Lab, Energy Division) between the 22-23 May 2023, to present a special workshop on Neutron Noise, CP1 History, and Adaptive Multi-Level Splitting to to a mixed audience of MPhil and PhD students, early career researchers and academics within the Cambridge Nuclear group, plus visitors and associated colleagues.

The topics of these seminars are key themes within the MaThRad research plan in relation to Monte Carlo modelling in Nuclear Energy. The CEA are a key player in research, development and innovation in Nuclear and Renewable Energies, involved and recognised in numerous European research initiatives and bodies.
Year(s) Of Engagement Activity 2023
 
Description Cambridge Nuclear Group: Workshop with Imre Paszit and Paolo Vinai 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Eugene Shwageraus and the Cambridge Nuclear Group hosted Imre Paszit (Professor, University of Michigan) and Paolo Vinai (Chalmers University of Technology) to present a special workshop on 8 December 2023, focussing on Core Monitoring and Diagnostics using Neutron Noise to a mixed audience of MPhil and PhD students, early career researchers and academics within the Cambridge Nuclear group, plus visitors and associated colleagues. The topics of these seminars are key themes within the MaThRad research plan.
Year(s) Of Engagement Activity 2023
 
Description Cambridge Nuclear Group: Workshop with Tom Sutton (Rensselaer Polytechnic Institute) 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Eugene Shwageraus and the Cambridge Nuclear Group hosted Tom Sutton (Rensselaer Polytechnic Institute and member of the MaThRad Advisory Board) in November 2023. Tom Sutton gave two special seminars to a mixed audience of MPhil and PhD students, early career researchers and academics within the Cambridge Nuclear group, plus visitors and associated colleagues. The seminars focused on Neutron Clustering and Spatial Correlations and Real and Apparent Variance. Tom Sutton is a Nuclear Engineer specializing in Particle Transport and Stochastic processes and a fellow of the American Nuclear Society. He is one of the main developers of the MC21 Monte Carlo Code and widely considered as a leader in the field.
Year(s) Of Engagement Activity 2023
 
Description Commentary on the government plans for a nuclear revival to move towards energy independence 
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 Press release\expert comment on the government announcement of the Nuclear Taskforce, created to ensure the UK's defence and civil nuclear sectors have the right people with the right skills to seize growth opportunities.

The commentary highlighted how the UK has been a pioneer of nuclear power, however opportunities to improve processes and efficiencies need to be seized.

Radiation Transport Modelling is essential for nuclear technologies, and has recently been neglected - therefore there is a need to rejuvenate the research in this area, ideally using an interdisciplinary approach, especially in the context of addressing climate change, and ensuring energy security for the UK.
Year(s) Of Engagement Activity 2023
URL https://warwick.ac.uk/newsandevents/expertcomment/?newsItem=8a1785d7898c29940189bb153e79004c
 
Description Contribution to the PPRIG Proton Therapy Physics Workshop 2023 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact On the 9th and 10th of November, 2023, the National Physical Laboratory (NPL) hosted the 6th Proton Physics Research and Implementation Group (PPRIG) workshop, with a special focus on MaThRad and its contributions to proton therapy research.

This collaborative event that was aimed at fostering innovative proton therapy research and building strong networks between industry, academics, and stakeholders, and saw participation from experts and early career researchers spanning the globe. With over 80 participants from the proton therapy research community, the two-day workshop featured distinguished invited speakers, including Antony Lomax from the Paul Scherrer Institut (PSI) in Switzerland, Harald Paganetti from Massachusetts General Hospital in the US, and Yolanda Prezado from Institut Curie and the National Centre for Scientific Research (CNRS) in France.

The workshop, organised in partnership with MathRad, covered various topics. The first day included updates from the UK's NHS proton therapy facilities, a dedicated MathRad session, discussions on radiobiology, dosimetry, detectors, and ion imaging technologies, as well as an update on the Institute of Physics and Engineering in Medicine (IPEM) code of practice. On the second day, participants engaged in discussions about clinical trials, treatment planning, FLASH and minibeam modalities, and emerging modalities like Boron Neutron Capture Therapy.

One highlight was the MathRad session, led by Sarah Osman, the Medical Physics lead of MaThRad. Additionally, Sebastiaan Breedveld from Erasmus University Medical Center in The Netherlands discussed automated and online-adaptive algorithms for radiotherapy treatment planning. Aaron Pim, a MaThRad researcher, presented "Primal-Dual," an innovative approach being developed through MaThRad to improve radiotherapy treatment optimisation.

The success of the workshop was reflected in the feedback from attendees:

''The meeting was absolutely fantastic. I really appreciated the update talks and the focus on current practices or recent implementations.''

''An excellent meeting and really good for the UK proton community. I thought the length of talks was good and plenty of breaks for catching up with people - I thought this was a good balance. Nice invited talks and good mix of topics with opportunities for young researchers balanced with experience from more established researchers in the radiotherapy community. Very well organised - well done. I would be happy to support with this in the future.''

MathRad's active involvement in this workshop emphasises its integral role in advancing proton therapy research and fostering collaboration among experts in the field.
Year(s) Of Engagement Activity 2023
URL http://www.pprig.co.uk/pprig/meetings/pprig-proton-therapy-physics-workshop-nov-2023.html
 
Description ESTRO 2023 Physics Pre-Meeting course. A talk by Ana Lourenco - "The role of primary standard laboratories when implementing novel technologies" 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact A session as part of the ESTRO 2023 Physics Pre-Meeting course "Practical implementation of complex systems and processes into the clinic"

The aim of this course was to enable participants to advance their knowledge, and to enable them to take the next steps in advancing radiotherapy in their centres involving implementation of systems and workflows with high levels of complexity. Conventional methodologies for commissioning and QA are often no longer sufficient. This course provided insights into new strategies and approaches to ensure qualitative introduction of novel technologies in their clinics. It was aimed at physicists, engineers, computer scientists, RTTs and clinicians involved in implementation of new technologies

Ana Lourenco (NPL, MathRad Co-I) delivered the session entitled "The role of primary standard laboratories when implementing novel technologies" designed to provide insights into new strategies and approaches to ensure qualitative introduction of novel technologies in clinics.
Year(s) Of Engagement Activity 2023
URL https://www.estro.org/Congresses/ESTRO-2023/ESTRO-2023-Pre-meeting-courses
 
Description Emma Horton: Mathematics and Applications Sussex Seminar (presented Monte Carlo methods for Branching Processes) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Presented "Monte Carlo methods for branching processes" as part of the Mathematics and Applications Sussex Seminar at the University of Sussex on 22 February 2024. The audience comprised of researchers from the University of Sussex, including MaThRad collaborators. This lead to further discussions on the applications of the work presented to MaThRad projects.
Year(s) Of Engagement Activity 2024
 
Description Emma Horton: Probability Victoria Seminar (presented Asymptotic behaviour of critical branching processes) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presented "Asymptotic behaviour of critical branching processes" at the Probability Victoria Seminar on 20 April 2023. The audience consisted of researchers in probability from various universities in Victoria. This has lead to several return visits to Melbourne, with plans for further collaboration and potential grant applications.
Year(s) Of Engagement Activity 2023
 
Description Emma Horton: Reading group on Non-local branching processes at the University of Warwick 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Organisation of a reading group to present recent book publication on Non-local branching processes. The reading group took place weekly starting on 23 Jan 2024 and ending on 12 March 2024. The sessions lasted two hours and consisted of a different person presenting a topic followed by time for discussion and questions. These sessions have lead to further collaboration within the department and have allowed participants to link up different areas of research.
Year(s) Of Engagement Activity 2024
URL https://warwick.ac.uk/fac/sci/statistics/staff/academic-research/horton/bmps/
 
Description Emma Horton: University of Warwick Algorithms and Computationally Intensive Inference Seminar (presented "A theoretical analysis of one dimensional Ensemble Kalman Filters") 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Presented "A theoretical analysis of one dimensional ensemble Kalman filters" at the Algorithms and Computationally Intensive Inference Seminar at the University of Warwick on 8 March 2024.
Year(s) Of Engagement Activity 2024
 
Description Emma Horton: University of Warwick Statistics Seminar (presented Monte Carlo methods for Branching Processes) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Presented "Monte Carlo Methods for Branching Processes" at the University of Warwick statistics seminar on 26 February 2024. The presentation lead to further discussion with the potential for future collaboration.
Year(s) Of Engagement Activity 2024
 
Description Eugene Shwageraus: Presentation at UK Nuclear Academics Meeting 2023 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Eugene Shwageraus presented an update on the MaThRad programme grant to members of the EPSRC funded Nuclear Universities Consortium for Learning, Engagement and Research. The aim of the consortium is to widen academic and industrial collaboration and enhance knowledge transfer, facilitate access to unique nuclear research facilities in the UK and overseas, support Government, Regulator, Industry and Academia in the development of nuclear programmes, promote the UK capability and knowledge internationally and organises national meetings support nuclear Universities in the UK which build cohesion within the community, provide support and promote opportunities.
Year(s) Of Engagement Activity 2023
URL https://www.nuclearuniversities.ac.uk/
 
Description MaThRad Clinical Workshop 1: 9 February 2023 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact The first MaThRad clinical workshop brought together multidisciplinary speakers and guests to discuss the latest challenges related to radiotherapy dose calculation and verification, uncertainties and robustness analysis for protons and heavy particles as well as photon treatments.

The idea behind the workshop was to promote discussions between clinical scientists, nuclear engineers and mathematicians, to define clinically relevant future research projects for MaThRad, and to influence the direction of the research to make it as impactful and clinically relevant as possible.

The workshop contributed to the creation of the current PhD project "Stochastic Representations of Proton Transport"


Speakers were invited during their talks to present problems they face to the audience to consider, and in between the talks there were numerous rounds of discussions amongst the multidisciplinary audience which allowed for new perspectives to be shared on challenging problems: The majority of points discussed were related to the following topics: Robust Optimisation, Bayesian Update Models and Monte Carlo Simulations.

The audience was a mixture of academics, and non-academics including representatives from Jacobs, RaySearch, The Christie NHS Foundation, and Aurora Health Physics Services.
Year(s) Of Engagement Activity 2023
URL https://mathrad.ac.uk/event/mathrad-workshop-1/
 
Description MaThRad Early Career Researchers Retreat (1), 6-7 November 2023 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other audiences
Results and Impact In November, the team of MaThRad post doctoral researchers and associated PhD students from Bath, Cambridge, and Warwick gathered at the National Physical Laboratory for the inaugural MaThRad ECR Research Retreat. This forum was designed not only as an exchange of high-level concepts but, more crucially, as a platform for posing unanswered questions within diverse research domains and as a space for discussion and ideas generation among the mixed audience.

The deliberate focus on unresolved questions surrounding the presented topics, coupled with extended hours of discussion, gave the speakers the invaluable opportunity to receive high-level feedback and innovative ideas. Such interactions would have been challenging to replicate outside this interdisciplinary setting. In addition to the talks delivered by early career researchers, the event played host to Tony Slaba from the NASA Langley Research Centre, marking the first collaboration between MaThRad and NASA. Tony provided a comprehensive overview of the challenges faced by spacefarers due to continuous exposure to Galactic Cosmic Rays (GCRs), emphasizing the difficulties in developing effective radiation shielding. The Retreat has paved the way for new avenues of research, including: Theory and simulation of low-power reactor physics through the lens of the spatial Pal-Bell equation and branching particle system with immigration, Leakeas-Larsen approximation of angular scattering and Mathematics of Combing in the Monte Carlo algorithm.

The retreat included further opportunities for the MaThRad team to interact with the Medical Radiation Science group at the National Physical Laboratory, and the development of the partnership between NPL and MaThRad. In one instance, Aaron Pim (University of Bath), was presented with a problem regarding dealing with the non-linearities in the re-ionisation equations; given Aaron's experience with asymptotic analysis he was able to derive a series of expressions which would allow the approximation of the solution to the non-linear equation by a series of linear equations; thus significantly reducing computational cost and complexity.
Year(s) Of Engagement Activity 2023
 
Description MaThRad Reactor Physics Workshop: 18 - 19 May 2023 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact The MaThRad team were delighted contribute to the 2023 ANSWERS Seminar - an annual meeting for ANSWERS customers and staff associated with the development and use of ANSWERS software. Using the successful Integrative Think Tank (ITT) model, MaThRad hosted two days of talks which focussed on the numerical methods used by ANSWERS.

The programme began with introductions to the Monte Carlo software tools MONK and SCONE (delivered by Mikolaj Kowalski, from the MaThRad team based at Cambridge), and then focussed on three main topics: Convergence and Acceleration of Fission Source Simulations, The Random Ray Method and Particle Clustering.

The programme featured talks from senior members of the MaThRad team, as well as the programme's Post Doctoral Researchers:

Monte Carlo source convergence acceleration by Valeria Raffuzzi (PostDoc, Cambridge)
Exact methods for simulating stationary distributions by Prof Alex Cox (Co-I, Bath)
Clustering in particle systems of fixed size by Oliver Tough (PostDoc, Bath)
Markov Media for Radiation Transport by Mikolaj Kowalski (PostDoc, Cambridge)

The audience was a mix of academics from Warwick, Cambridge and Bath and non-academics, including representatives from the CEA, Jacobs and Argonne National Laboratory.

The workshop lead to the co-creation of the PhD project (between the University of Warwick and Jacobs) entitle: "Feynman-Kac flows and SMC algorithms for neutron transport" which will address whether a serial Monte Carlo framework can be developed to improve on the performance of current industrial Monte Carlo codes. The project will commence in April 2024.
Year(s) Of Engagement Activity 2023
URL https://mathrad.ac.uk/event/mathrad-workshop-2/
 
Description MaThrad Early Careers Researchers Retreat (2), 28 February - 1 March 2024 
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 In February, a team of Post Doctoral Researchers and associated PhD students convened for the second MaThRad Post Doctoral Research Retreat. The focus of this retreat was on SCONE - the first high-performance Monte Carlo particle transport code written in the UK in 40 years and also the UK's only open source reactor physics tool. SCONE has been developed by the team at Cambridge and is central to MaThRad's delivery plan. The goal of this event was to drive forward testing in SCONE.

The team are now working on a project which aims to develop a model to obtain the optimal configuration of nuclear rod assembly that is most cost-efficient with guaranteed reliability and safety. They will also develop new Monte Carlo methods to evaluate the safety and reliability of reactor design during its initial stage. The project will involve mathematical modelling, numerical analysis techniques, computational modelling and will be implemented in SCONE.

The team will produce a collaborative paper for the Journal of Statistical Physics.
Year(s) Of Engagement Activity 2024
 
Description Oliver Kelsey Tough: Invited talk at the Oxford Probability Seminar (presenting: Selection principles for the N-BBM and Fleming-Viot process) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact Presented "Selection principles for the N-BBM and Fleming-Viot process" at the Oxford Probability Seminar on 27 November 2023. This seminar series was established in 2018, and is attended by members of the Department of Statistics and the Mathematical Institute at Oxford and open to anyone interested in probability and its applications. This opportunity raised the profile of MaThRad. It also fostered career development of PDRA on the grant through this invited talk in an estabilished seminar series
Year(s) Of Engagement Activity 2023
URL https://talks.ox.ac.uk/talks/id/cf7ab8cd-cb8b-45f2-a185-be98176e2e78/
 
Description Oliver Kelsey Tough: Invited talk at the University of Bath Probability Seminar (presenting Selection principles for the N-BBM and Fleming-Viot process) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact Presented "Selection principles for the N-BBM and Fleming-Viot process" at the Bath Probability Seminar, on 12 February 2024. This is the well-established seminar series of Probability Laboratory at Bath (Prob-L@B) group. The research of the Probability Laboratory at Bath (Prob-L@B) spans the whole of modern probability, including models motivated by questions from other areas of mathematics as well as physics, biology, finance and other applied fields. Prob-L@ab was founded in 2007.

This opportunity raised the profile of MaThRad. It also fostered career development of PDRA on the grant through this invited talk in an estabilished seminar series
Year(s) Of Engagement Activity 2024
URL https://www.bath.ac.uk/guides/probability-seminar-abstracts/#oliver-kelsey-tough
 
Description Press Release: Prada to design NASA's new space suit - what does the science behind it all mean? 
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 Press release to provide commentary/reaction to the Italian luxury fashion house Prada are collaborating with Axiom Space and Nasa to design the space suit for the 2025 mission to the moon.
The purpose of the press release was raise awareness of the mathematical methods behind the design process, and that the process to model how cosmic rays will interact with space suit materials and the effects on the human body is very similar to modelling how to treat cancer through proton beam therapy.
Year(s) Of Engagement Activity 2023
URL https://warwick.ac.uk/newsandevents/expertcomment/assistant_professor_emma