Advancing Physics-Informed Machine Learning for Transport Infrastructure Monitoring and Maintenance (Ref: ABCE-GH1-24)
Advancing Physics-Informed Machine Learning for Transport Infrastructure Monitoring and Maintenance (Ref: ABCE-GH1-24)
About the Project We are excited to offer a fully funded PhD position at the intersection of machine learning and transportation. The transport sector, both in the UK and globally, … Read More Read More
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Blockchain-Empowered Federated Learning
Blockchain-Empowered Federated Learning
About the Project Supervisory Team: Leonardo Aniello, Han Wu Project description: Blockchain and Federated Learning (FL) are two emerging technologies that, when combined, offer a powerful framework for decentralised machine … Read More Read More
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Intelligent Light: Smart Lasers for Advanced Manufacturing
Intelligent Light: Smart Lasers for Advanced Manufacturing
About the Project Closing date: 31st December 2025 This PhD project is about pushing the boundaries in manufacturing, and making lasers become autonomous decision-makers, guiding us into a future of … Read More Read More
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AI directed laser synthesis, patterning and manufacture of 2D materials
AI directed laser synthesis, patterning and manufacture of 2D materials
About the Project In this PhD studentship, the candidate will contribute to the development of a facile, low cost system exploiting direct laser printing of 2D semiconductor based nanodevices. Two-dimensional … Read More Read More
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Cybersecurity Threat Analysis and Cyber-Attack Attribution with AI-Driven Solutions
Cybersecurity Threat Analysis and Cyber-Attack Attribution with AI-Driven Solutions
About the Project This PhD project automates cyber-attack attribution using AI and NLP, enhancing defence strategies against evolving cyber threats. Objectives include dynamic attacker identification, a threat intelligence dashboard, and … Read More Read More
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Machine Learning Algorithm-Based Inverse Design of Metasurfaces
Machine Learning Algorithm-Based Inverse Design of Metasurfaces
About the Project This PhD project aims to develop machine learning algorithms for the inverse design of metasurfaces, targeting applications in intelligent sensing for complex environments, such as biomedical fields … Read More Read More
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Nanoporous silica memristor for next generation of neuromorphic computing and AI
Nanoporous silica memristor for next generation of neuromorphic computing and AI
About the Project This project will develop a novel memristor device using nanoporous materials for the new generation of time and power efficient neuromorphic computing and AI. The exponential growth … Read More Read More
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AI Safety in Health
AI Safety in Health
About the Project AI Safety in the health setting. Advancements in AI lead to clinical uses of AI systems for the triaging and care suggestions for patients. AI Safety in … Read More Read More
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Therapeutic drug monitoring using silicon photonics circuits
Therapeutic drug monitoring using silicon photonics circuits
About the Project Closing date: 31st December 2025 In this project you will be working on the design and fabrication of silicon photonics circuits that operate in the mid-infrared wavelength … Read More Read More
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Machine Learning on Health Data from Wearables
Machine Learning on Health Data from Wearables
About the Project Supervisory Team : Dr Zhiwu Huang, Dr Kate Farrahi This PhD project focuses on developing advanced machine learning methods to transform wearable biosignal data, like heart rate, … Read More Read More
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