Mathematical Theory of Radiation Transport: Nuclear Technology Frontiers (MaThRad)
Lead Research Organisation:
University of Bath
Department Name: Mathematical Sciences
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.
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.
Organisations
- University of Bath (Lead Research Organisation)
- NASA (Project Partner)
- Jacobs (Project Partner)
- University Hospital NHS Trust (Project Partner)
- INRIA Bordeaux (Project Partner)
- VTT Technical Research Centre of Finland (Project Partner)
- Tsinghua University (Project Partner)
- National Nuclear Laboratory (NNL) (Project Partner)
- Addenbrooke's Hospital NHS Trust (Project Partner)
- University of Auckland (Project Partner)
- Swiss Federal Inst of Technology (EPFL) (Project Partner)
- Massachusetts Institute of Technology (Project Partner)
- OECD (Project Partner)
- Aurora Health Physics Services LTD (Project Partner)
- EDF Energy Plc (UK) (Project Partner)
- Rolls-Royce Plc (UK) (Project Partner)
- Rutherford Cancer Centres (Project Partner)
- Sellafield Ltd (Project Partner)
- Helmholtz Centre Dresden-Rossendorf (Project Partner)
- CEA (Atomic Energy Commission) (France) (Project Partner)
- National Physical Laboratory NPL (Project Partner)
- International Atomic Energy Agency (IAEA (Project Partner)
- CCFE/UKAEA (Project Partner)
- University of Warwick (Project Partner)
- Westinghouse Electric Company UK Limited (Project Partner)
Publications

Ashby B
(2024)
Duality-Based Error Control for the Signorini Problem
in SIAM Journal on Numerical Analysis

Ashby B
(2024)
Duality based error control for the Signorini problem

Barrenechea G
(2024)
A nodally bound-preserving finite element method
in IMA Journal of Numerical Analysis

Bortolozo C
(2023)
Enhancing landslide predictability: Validating geophysical surveys for soil moisture detection in 2D and 3D scenarios
in Journal of South American Earth Sciences

Bortolozo C
(2024)
Joint Inversion of DC and TEM Methods for Geological Imaging
in Pure and Applied Geophysics

Cox A
(2022)
Monte Carlo Methods for the Neutron Transport Equation
in SIAM/ASA Journal on Uncertainty Quantification

Harris S
(2024)
Many-to-few for non-local branching Markov process
in Electronic Journal of Probability

Harris S
(2022)
Yaglom limit for critical nonlocal branching Markov processes
in The Annals of Probability
Related Projects
Project Reference | Relationship | Related To | Start | End | Award Value |
---|---|---|---|---|---|
EP/W026899/1 | 31/08/2022 | 31/12/2022 | £6,001,426 | ||
EP/W026899/2 | Transfer | EP/W026899/1 | 01/01/2023 | 30/08/2027 | £5,761,842 |
Description | Auckland Probability Workshop on Branching Processes (presented "When k tribes go to war. A point is all that you can score") |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Presented "When k tribes go to war. A point is all that you can scores" at Auckland Probability Workshop on Branching Processes on 18th November 2022. This one-day workshop bought together researchers from different areas of probability from the UK, Mexico and New Zealand. This workshop lead to further discussion and collaboration, increasing the 'research footprint' of MaThRad. |
Year(s) Of Engagement Activity | 2022 |
URL | https://people.bath.ac.uk/ak257/ktribestalk.pdf |
Description | Cambridge Engineering Department Nuclear Energy Seminars - John Tramm (Argonne National Lab) |
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 | Cambridge Engineering Department Nuclear Seminar Series is an established series covering various topics of Nuclear Energy covered by the Nuclear Energy MPhil Course. The Cambridge MaThRad team, lead by MaThRad Co-I Professor Eugene Shwageraus, invited and hosted John Tramm (Argonne National Lab) who present the talk "Monte Carlo on Rails: The Random Ray Method of Neutron Transport" on 14 November 2022 to a mixed audience of MPhil and PhD students, early career researchers and academics within the group, plus visitors and associated colleagues. The topic of the talk was central to the key research theme of MaThRad. |
Year(s) Of Engagement Activity | 2022 |
URL | https://talks.cam.ac.uk/talk/index/192026 |
Description | Emma Horton: Asia-Pacific Seminar in Probability and Statistics (presented Binary branching models with Moran-type interactions) |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Presented "Binary branching models with Moran-type interactions" as part of the Asia-Pacific Seminar in Probability and Statistics on 23 November 2022. The seminar was attended by researchers in probability, statistics and related areas from the Asia-Pacific region, including Australia, New Zealand, Japan and South Korea. This presentation sparked further discussion and has lead to several return visits to Australia for future work. |
Year(s) Of Engagement Activity | 2022 |
Description | Emma Horton: Auckland Probability Workshop on Branching Processes (presented Binary branching models with Moran-type interactions) |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Presented "Binary branching models with Moran-type interactions" at Auckland Probability Workshop on Branching Processes on 18th November 2022. This one-day workshop bought together researchers from different areas of probability from the UK, Mexico and New Zealand. This workshop lead to further discussion and collaboration, increasing the 'research footprint' of MaThRad. |
Year(s) Of Engagement Activity | 2022 |