EPSRC and Swansea University PhD Scholarship: Explainable Artificial Intelligence Computing Research

Funding provider(s):   EPSRC and Faculty of Science and Engineering

Subject area(s):  Artificial Intelligence, Machine Learning, Deep Learning, Neuro-Symbolic Computing

Project start date(s):  1 April 2025 or 1 July 2025

Supervisors:   Dr Xiaochun Cheng, Professor Xianghua Xie

Aligned programme of study: PhD in Computer Science

Mode of study:  Full-time or Part-time PhD research is possible.

Project description:

The Artificial Intelligence computing for the discovery of the governing knowledge of real world system is important. The proposed research aims to integrate symbolic computing with machine learning models. This project develops Explainable Artificial Intelligence Computing for the knowledge discovery application. This project contributes to cutting-edge research in the field of Artificial Intelligence knowledge discovery computing.

This PhD studentship offers a unique opportunity to delve into the world of Machine Learning and Knowledge Discovery. The successful candidate will work on this innovative project advancing the frontiers of this exciting field. This project could lead to Artificial Intelligence computing breakthroughs that impact data intensive applications.

The PhD candidate will work with a dynamic team of researchers, led by experts in Artificial Intelligence. The PhD candidate will have access to state-of-the-art research resources and research training.

This project fosters collaborations. The PhD candidate will have the opportunity to work with different experts, enhancing the research experience.

Our PhD program is committed to fostering the professional growth of our students. The PhD candidate will attend workshops, conferences, and networking events to build transferable skills and career prospects.

Eligibility

Applicants for PhD MUST hold an undergraduate degree at 2.1 level in Computer Science, Mathematics or a closely related discipline, or an appropriate master’s degree with a minimum overall grade at ‘Merit’ (or Non-UK equivalent as defined by Swansea University).

As well as academic qualifications, Admissions decisions may be based on other factors, including (but not limited to): the standard of the research synopsis/proposal, performance at interview, intensity of competition for limited places, and relevant professional experience.

Applicants should have:

• A strong background in Artificial Intelligence, machine learning and Knowledge Discovery computing.
• Research passion for Artificial Intelligence, Machine Learning and Knowledge Discovery computing.
• Excellent analytical and problem-solving skills.
• Excellent computer solution research, development, evaluation skills.
• Excellent academic writing skills.

English Language

IELTS 6.5 Overall (with no individual component below 6.0) or Swansea University recognised equivalent. Full details of our English Language policy, including certificate time validity, can be found here.

As well as academic qualifications, Admissions decisions may be based on other factors, including (but not limited to): the standard of the research synopsis/proposal, performance at interview, intensity of competition for limited places, and relevant professional experience.

Scholarship open to UK fee eligible applicants only

Funding Details

Funding Comment

This scholarship covers the full cost of tuition fees and an annual stipend at £19,237.

Additional research expenses of up to £1,000 will also be available.

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