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University of Warwick

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PhD in Closed-Loop Electromagnetic Microstructure Control for Hot Strip Mill Cooling University of Warwick in United Kingdom

Degree Level

PhD

Field of study

Computer Science

Funding

Full funding available

Deadline

Sep 22, 2026

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Country

United Kingdom

University

University of Warwick

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Keywords

Computer Science
Mechanical Engineering
Electrical Engineering
Materials Science
Metallurgy
Electromagnetism
Model Predictive Control
Phase Transformation
Statistics
Physics

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About this position

PhD opportunity at the University of Warwick (WMG) on closed-loop electromagnetic microstructure control during hot strip mill run-out table cooling. The project sits at the intersection of Electrical Engineering, Materials Science, Mechanical Engineering, Physics, and Computer Science, with a strong emphasis on electromagnetic sensing, steel metallurgy, phase transformation modelling, and model predictive control.

The research aims to move run-out table cooling from open-loop recipes to real-time closed-loop control. You will work on a four-layer signal chain: a composition-parameterised electromagnetic forward model, a multi-frequency eddy current sensor, a physics-constrained real-time state estimator combining JMAK kinetics with EM modelling, and a model predictive controller for laminar cooling banks. The project targets real industrial steel processing challenges such as grade transitions, off-grade material, and within-coil property scatter.

Funding: competition-funded PhD project sponsored by SMS group. The advert states a standard UK EPSRC stipend plus full tuition fees paid.

Eligibility highlights: 2:1 or higher degree in a relevant discipline; strong mathematics; programming in MATLAB, Python, or equivalent; good English communication skills. Helpful experience includes electromagnetic theory, eddy current sensing, non-destructive evaluation, finite element methods, Kalman filtering, steel metallurgy, phase transformations, thermomechanical processing, and experimental work.

Location: Coventry, United Kingdom.

How to apply: register your interest via the FindAPhD enquiry form on the project page. The university will respond directly to applicants.

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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