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🎓 Machine Learning PhDs

Rapid alloy discovery and characterisation of additively manufactured Type 316 stainless steel and its advanced variants
University of Southampton Dr Bo Chen 🎓 Artificial Intelligence 🎓 Data Analysis Deadline: 31 Mar 2026

This PhD accelerates alloy discovery for additive manufacturing using AI-assisted workflows, 3D-printed compositional libraries, and high-throughput characterisation to develop advanced Type 316 stainless steel and its …

Improving Defect Detection Reliability in Ultrasonic Testing through Artificial Intelligence
University of Strathclyde Dr Ehsan Mohseni, Dr Randika Vithanage 🎓 Acoustics 🎓 Applied Mathematics

This PhD project addresses the challenge of data interpretation in Phased Array Ultrasonic Testing (PAUT) by investigating how Artificial Intelligence (AI) and Machine Learning (ML) can improve the reliability and consi…

Deep learning for cardiac medical image analysis
The University of Auckland Dr J Zhao 🎓 Artificial Intelligence 🎓 Biomedical Engineering Deadline: 19 Aug 2026

PhD project at the University of Auckland applying deep learning to cardiac CT and MRI analysis. Focuses on segmentation, disease modelling, and biomarker extraction to improve diagnosis and clinical decision-making in …

Machine-learning based optimisation of corrosion inhibitor formulations for CO2-containing aqueous environments
University of Leeds Prof Richard Barker 🎓 Artificial Intelligence 🎓 Data Science Deadline: 08 Apr 2026

Funded CDT PhD at University of Leeds using machine learning to optimise corrosion inhibitor formulations for CO₂-rich environments. Combines AI, fluidic high-throughput testing, and corrosion science to improve energy …

On-chip topological photonics
University of Southampton Dr Dongyang Wang 🎓 Applied Mathematics 🎓 Computational Physics

Funded PhD at University of Southampton developing on-chip topological photonic crystals on silicon for applications in imaging, sensing, and computing. Combines theoretical modelling, simulation, and cleanroom fabricat…

Redefining in-network computing for compute-native 6G networks
University of Southampton Dr Aristide Akem, Prof. Steve Gunn 🎓 Artificial Intelligence 🎓 Machine Learning Deadline: 01 Jul 2026

Fully funded PhD at University of Southampton developing next-generation in-network computing for 6G networks. Focuses on programmable networking, distributed computing, and scalable low-latency architectures for edge-c…

Adaptive Multi-Objective Search in Expensive High-Dimensional Socio-Technical Systems
The University of Manchester Richard Allmendinger, Ahmed Kheiri, Mauricio Alvarez 🎓 Artificial Intelligence 🎓 Control Systems Deadline: 10 Apr 2026

Industry-linked PhD at the University of Manchester with Honda Research Institute Europe, developing machine learning methods for high-dimensional multi-objective optimisation in complex systems like EV energy networks.

Intelligent X-ray computed tomography scanning for advanced manufacturing
University of Southampton Joseph Lifton 🎓 Aerospace Engineering 🎓 Automotive Engineering Deadline: 07 Jun 2026

Funded PhD at the University of Southampton developing AI-driven X-ray CT scanning strategies for complex engineering components. Combines robotics, simulation, and image processing to improve non-destructive inspection…

EPSRC CDT in Developing National Capability for Materials 4.0, with the Henry Royce Institute
Henry Royce Institute Dr Lewis Owen, Prof Michael Shaver, Prof David Dye 🎓 Data Science 🎓 Engineering Deadline: 14 May 2026

Fully funded EPSRC CDT in Materials 4.0 offering interdisciplinary PhD training in digital materials science, including machine learning, robotics, and data-driven approaches across leading UK universities.

G-Research Funded PhD Studentships at SustAI
University of Southampton multiple supervisors 🎓 Artificial Intelligence 🎓 Data Science Deadline: 14 Apr 2026

Fully funded 4-year PhD at Southampton’s SustAI CDT with G-Research support, focusing on AI, data science, and sustainability, with strong industry mentorship and training opportunities.

Developing charge-aware machine learning potential for electrochemical applications
Imperial College London Dr Jing Yang 🎓 Artificial Intelligence 🎓 Computational Chemistry Deadline: 31 Mar 2026

This PhD focuses on developing charge-aware machine learning interatomic potentials for electrochemical applications, enabling accurate modelling of electrocatalytic systems with long-range electrostatic interactions.

PhD in Advancing Digital Solutions for Sustainable Metals Manufacturing with Innoval and DigitalMetal-CDT
Loughborough University Dr Simon Hogg 🎓 Artificial Intelligence 🎓 Computer Science Deadline: 31 Mar 2026

A 4-year PhD at Loughborough University with DigitalMetal-CDT and Innoval to evaluate and enhance digital tools for sustainable metals manufacturing, combining modelling, data analytics, and sustainability-focused innov…