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Trinity College Dublin

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PhD Studentship in Machine Learning for Two-Phase Heat Transfer Trinity College Dublin in Ireland

Degree Level

PhD

Field of study

Computer Science

Funding

Full funding available

Deadline

Sep 30, 2026

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Country

Ireland

University

Trinity College Dublin

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Keywords

Computer Science
Mechanical Engineering
Materials Science
Additive Manufacturing
Physics
ML

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About this position

PhD Studentship in Machine Learning for Two-Phase Heat Transfer at Trinity College Dublin, Ireland.

The Gibbons Lab in the School of Engineering and Discipline of Mechanical, Manufacturing and Biomedical Engineering is recruiting a PhD student for an ongoing Royal Society–Research Ireland University Research Fellowship project on machine learning for the design of additively manufactured two-phase heat transfer surfaces.

The project focuses on two-phase flows, flow boiling, physics-informed machine learning, topology optimisation, and the intelligent design of phase-change surfaces for high-power electronics and data-centre cooling. The research aims to improve predictive models for boiling performance and support the fabrication of spatially complex metal structures using additive manufacturing.

Funding is offered for 48 months. The post is based at Trinity College Dublin in Ireland.

Applicants should submit a CV, academic transcripts, a one-page cover letter explaining their interest in the project, and the names and email addresses of two referees. Applications are reviewed on a rolling basis, and early application is strongly encouraged.

Apply via the Microsoft form and send the combined PDF to [email protected]. Shortlisted candidates will be interviewed by Microsoft Teams or Zoom.

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.

How to apply

Please submit your application including a cover letter, CV, academic transcripts, and contact information for two references. Applications should be sent via the online portal before the deadline.

More information can be found here

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