Fast and Robust Surrogate Modelling for Risk-Critical Engineering Systems
Edoardo Patelli · University of Strathclyde
Rapid, uncertainty-aware surrogate models that replace expensive simulations with results in seconds, with Rolls-Royce as a potential industry partner.
Industry: Rolls-Royce (sought) | Start: Oct 2026
Causal Discovery for Root Cause Analysis and Risk Prediction
Edoardo Patelli · University of Strathclyde
Causal inference and uncertainty-aware models to identify hidden root causes and predict long-term risk in nuclear infrastructure and associated assets.
Industry: Risktec (sought) | Start: Oct 2026
Inspection of Maritime Defence Components
Michael Ward · University of Strathclyde
Robotic welding and Wire+Arc Additive Manufacturing (WAAM) of heavy steel components for the nuclear and maritime sector, hosted at the Maritime Supply Chain Innovation Centre.
Industry: Malin Group | Background: EE, ME, Physics, CS
Hyperspectral Imaging of Nuclear Canisters
Ewan Nicolson · University of Strathclyde
Automated in-process ultrasonic inspection of high-integrity welds for BAE Systems submarine geometries. Targets more than 55% reduction in weld process time.
Industry: BAE Systems | Background: EE, ME, Physics, CS
In-Process Weld Inspection during Submarine Build
Paul Murray · University of Strathclyde
Hyperspectral imaging techniques for non-destructive assessment of nuclear canisters, in partnership with Fraunhofer.
Industry: Fraunhofer | Background: EE, ME, Physics, CS