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We have 11 Machine Learning PhD Projects, Programmes & Scholarships in Cardiff

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Computer Science

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Cardiff  United Kingdom

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Machine Learning PhD Projects, Programmes & Scholarships in Cardiff

We have 11 Machine Learning PhD Projects, Programmes & Scholarships in Cardiff

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Characterisation of tissue microstructure from non-invasive MRI using Machine Learning

The characterisation of biological tissue microstructure in vivo and non-invasively is of outmost interest in science. If successful, it could reveal unique insights into biological processes, including aging and cancer. Read more
 Supervisors: Dr L Beltrachini, Prof K Murphy
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Advancing Diagnostic Radiology through Artificial Intelligence and Machine Learning [SELF-FUNDED STUDENTS ONLY]

  Research Group: Visual Computing
Often, the efficacy of disease treatments relies heavily on the accurate interpretation of radiological imaging by medical professionals. Read more
 Supervisors: Dr HL Liu, Dr P Corcoran, Dr W Zhou
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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A digital approach to sustainable material reuse in civil infrastructure

Project Summary. There is emerging potential for the use of digital approaches that enhance the sustainability of civil engineering infrastructure by assessing the ways on-site materials can be repurposed. Read more
 Supervisors: Prof P Cleall, Prof A D Jefferson, Dr EJR Ricketts
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Digital twins of engineering structural systems for optimal performance and sustainability

Are you ready to embark on a transformative journey in the field of computational mechanics, digital twins and artificial intelligence for engineering structures?… Read more
 Supervisors: Dr A Kundu, Prof CF Featherstone
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Fully-Funded PhD in Simulations, AI, Games, Sustainable Planning

We have dedicated funding available for a project in one or more of the following areas (covering UK level fees plus a stipend matched to UKRI level; currently £20,780/year). Read more
 Supervisors: Dr C Cooper, Dr C Mumford , Dr S Gould
 28 March 2025  PhD Research Project  Funded PhD Project (UK Students Only)
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Partially-Funded PhD in Simulations, AI, Games, Sustainable Planning

We have dedicated funding available for a project in one or more of the following areas (covering UK level fees plus a stipend matched to UKRI level; currently £20,780/year). Read more
 Supervisors: Dr C Cooper, Dr C Mumford , Dr S Gould
 28 March 2025  PhD Research Project  Awaiting Funding Decision/Possible External Funding
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Towards a clinical MEG system: theoretical and practical insights into the use of optically pumped magnetometers

Magnetoencephalography (MEG) is a non-invasive medical imaging technique that allows characterisation of human brain electrophysiology by measuring magnetic fields generated by neural currents. Read more
 Supervisors: Dr L Beltrachini, Prof K Murphy
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Simulation-based Inference of gravitational waves signals from black holes and neutron stars

Black holes and neutron stars are the densest objects in the universe, well beyond what we can produce in a laboratory and at the very edge of our understanding of physics. Read more
 Supervisors: Dr V Raymond, Prof S Fairhurst
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Astrophysical interpretation of gravitational waves with space-based observatories.

Gravitational-wave astronomy was pioneered in September 2015 with the first direct observation of gravitational waves by the Laser Interferometer Gravitational-wave Observatory (LIGO). Read more
 Supervisors: Dr V Raymond, Dr P Clark
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Advanced numerical methods for solving the forward problem in E/MEG

Electroencephalography (EEG) is a technique that measures the electric potential originating from the brain using electrodes located on the scalp. Read more
 Supervisors: Dr L Beltrachini, Prof K Murphy
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Unravelling Galaxy Evolution: Molecular Gas, Star Formation, and Feedback Mechanisms from the KILOGAS survey

  Research Group: Cardiff Hub for Astrophysics Research and Technology
Galaxies are key building blocks of our universe, but we still do not fully understand the physical processes that govern their evolution. Read more
 Supervisors: Dr T Davis, Dr MW Smith
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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