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Swansea University

UKRI

PhD Studentship in Mechanical Engineering, Fusion Digital: Digital Twin Validation with Physics-Based Models, AI and Data Swansea University in United Kingdom

Degree Level

PhD

Field of study

Computer Science

Funding

Full funding available

Deadline

Jul 6, 2026

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Country

United Kingdom

University

Swansea University

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PhD
Postdoc
Typically 3 To 4 Years For PhD Studentships; Some Postdoctoral Posts Are Fixed-term
United Kingdom

UKRI funds research training and fellowships across the United Kingdom, mainly for PhD and postdoctoral study. Support often includes tuition fees, a stipend at the UKRI rate, and research costs.

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Keywords

Computer Science
Mechanical Engineering
Artificial Intelligence
Uncertainty Analysis
Fusion Energy
Digital Twin Technology
Data-driven Modeling
Model Validation
Thermomechanical Processing
Physics

About this position

PhD studentship at Swansea University in Mechanical Engineering, focused on fusion energy, digital twins, physics-based modelling, AI, and data-driven validation. The project investigates how experimental data, synthetic datasets, and physics-informed models compare when building reliable digital twins for fusion devices and components.

The research will examine fundamental thermomechanical and thermofluid phenomena, uncertainty quantification, and the limits of replacing physics-based models with AI systems. It is especially relevant for students interested in model validation, hybrid modelling strategies, and the reliability of digital twin methods under real operating conditions.

Supervisors: Professor P. Nithiarasu, Dr Alberto Coccarelli, and Lloyd Fletcher (UKAEA). Informal enquiries may be directed to Professor Perumal Nithiarasu.

Funding: full tuition fees plus an annual UKRI stipend (£20,780 for 2025/26; £21,805 for 2026/27 onwards) and up to £1,000 per year in research expenses.

Eligibility: PhD applicants should hold a 2.1 undergraduate degree or equivalent in Engineering or a closely related science discipline. IELTS 6.5 overall with 5.5+ in each component, or an accepted equivalent, is required where applicable. Some applicants may need ATAS clearance.

Deadline: 2026-07-06. Applications may be submitted in Welsh. Applicants must apply online using RS973 and upload the required documents, including CV, transcripts, degree certificates, cover letter/personal statement, reference, and supporting evidence as applicable.

Funding details

Full funding including tuition fees and living expenses is available for this position. The scholarship covers all educational costs and provides a monthly stipend.

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