We are currently inviting applications for a Postdoctoral Research Associate in Deep Learning to work with Professor Justin Sirignano at the Mathematical Institute, University of Oxford. This is a 6-month, fixed-term position funded by an EPSRC grant. We anticipate a starting date of 1 December 2026 (or as soon as possible thereafter) and an expected end date of 31 May 2027. There is scope for flexibility in the start and end dates, subject to approval by the department and the funding agencies.

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MAST Upgrade Divertor Facility: A Test Bed for Novel Divertor Solutions
Morris, W Harrison, J Kirk, A Lipschultz, B Militello, F Moulton, D Walkden, N IEEE Transactions on Plasma Science volume 46 issue 5 1217-1226 (01 May 2018)
3D simulations of turbulent mixing in a simplified slab-divertor geometry
Walkden, N Riva, F Dudson, B Ham, C Militello, F Moulton, D Nicholas, T Omotani, J Nuclear Materials and Energy volume 18 111-117 (Jan 2019)
A simple analytic model of impurity leakage from the divertor and accumulation in the main scrape-off layer
Stangeby, P Moulton, D Nuclear Fusion volume 60 issue 10 106005 (01 Oct 2020)
Scoping the characteristics and benefits of a connected double-null configuration for power exhaust in EU-DEMO
Aho-Mantila, L Subba, F Coster, D Xiang, L Militello, F Lunt, T Moulton, D Reimerdes, H Wensing, M Wischmeier, M Ambrosino, R Bonnin, X Siccinio, M Nuclear Materials and Energy volume 26 100886 (Mar 2021)
The operational space for divertor power exhaust in DEMO with a super-X divertor
Xiang, L Militello, F Moulton, D Subba, F Aho-Mantila, L Coster, D Wensing, M Lunt, T Wischmeier, M Reimerdes, H Nuclear Fusion volume 61 issue 7 076007 (01 Jul 2021)
Reduced-model scrape-off layer turbulence (nSOLT) simulations comparing three fueling scenarios
Russell, D Myra, J Militello, F Moulton, D Physics of Plasmas volume 28 issue 9 092305 (01 Sep 2021)
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