He has a broad range of research interests, including CFD simulations of ship motions and resistance, the added resistance of ships due to waves, and the investigation of ship behaviour and performance in channels/canals. He worked on a number of internationally collaborated Newton Fund and Global Challenges projects. He worked on the EU-funded VENTuRE, MarLEM and GATERS projects as an investigator.
His PhD graduates work throughout the maritime sector, including ship design companies, academia, technology-led defence companies, offshore, renewable energy, and research organisations worldwide.
Please feel free to contact him directly on [email protected] if you are interested in starting a PhD under his supervision.
I develop and study advanced algorithms that can solve challenging inverse problems by efficiently exploiting complex prior information. Using techniques from mathematics, statistics and machine learning, my work concentrates primarily on problems in x-ray tomographic image reconstruction and modelling.
I work closely with state-of-the-art imaging facilities (µ-VIS, the National Research Facility in Lab-based XCT, the UK’s synchrotron facility at the Diamond Light Source, and ISIS neutron imaging beamline) to find practical solutions to a range of important scientific problems from plant science to manufacturing.
My research interests cover areas such as: Theoretical and computational methods for Signal and Image Processing (Machine Learning, Compressed Sensing, Statistical Signal and Image Processing, Quantum Computing, Inverse Problems, Optimisation, X-ray Tomographic Imaging); Advanced tomographic imaging strategies: (limited angle tomography and laminography, Spectral X-ray imaging, Stereo and extreme limited view tomography); Efficient computational methods for tomographic reconstruction, including GPU acceleration, distributed computation and advanced optimisation strategies, Constrained optimisation for ill-conditioned and underdetermined tomographic inverse problems, Applications of X-ray tomography to the inspection of manufactured components, Multimodal tomographic imaging
