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We have 82 Artificial Intelligence PhD Projects, Programmes & Scholarships in Southampton
Artificial Intelligence PhD Projects, Programmes & Scholarships in Southampton
We have 82 Artificial Intelligence PhD Projects, Programmes & Scholarships in Southampton
Innovating Power Distribution Cables for the Next-Generation Electrified Aircraft
Supervisory Team. Dr Bahareh Zaghari, Dr George Callender, Prof Paul Lewin. The global push for Net Zero aviation by 2050 demands unprecedented innovation. Read more
Interpretable Models: Bringing Transparency to Deep Learning Decision-Making
Co-supervisor. Dr Antonia Marcu. To trust Deep Learning models in sensitive applications such as autonomous vehicles or healthcare, we need to better understand which information they rely on when making decisions. Read more
Malicious Energy Draining in Deep Learning: Novel Attacks, Defences, and AI Governance
Supervisory team. Dr Jeff Yan, Dr Zhiwu Huang, Dr Aaron Zhao (Imperial College London). Read more
Hypoxic-Ischaemic Encephalopathy early detection by using Image Analysis of MRI Susceptibility Weighted Imaging
Hypoxic-ischaemic encephalopathy (HIE) affects babies' brains during the childbirth due to shortages of oxygen. Using computer vision and machine learning techniques, HIE disease is diagnosed much earlier than two years which is the current normal practice in hospitals. Read more
Securing Cyber-Physical Systems with Neural Network Components
Supervisory Team: Prof Ekaterina Komendantskaya, Dr Erisa Karafili . Project description: . Read more
Optimal and Verifiable Representation Learning for Safe and Efficient Reinforcement Learning Systems
This project explores the integration of calculus of variations with verification-guided representation learning for reinforcement learning. Read more
Quantization Effects on Training and Inference in Large Language Models
Large Language Models (LLMs) have revolutionized natural language processing by achieving unprecedented levels of understanding and generation capabilities. Read more
Advanced Speech Enhancement using Transformer Networks
Transformers are revolutionising speech processing! This PhD will develop new AI for clearer speech, focusing on helping those with hearing loss understand conversations better, especially in noisy places. Read more
Sustainable Generative AI Models
Co-supervisor. Dr Zhiwu Huang. This project aims to pioneer advancements in the efficiency of Generative AI Models (GenAI), focusing on achieving lower latencies and smaller model sizes without compromising performance. Read more
Explaining Multi-agent Systems
Understanding large complex systems allows us to closely mirror numerous natural and man-made phenomena, from the flocking behavior of birds to the flow of traffic in dense urban areas. Read more
Advanced Speech Enhancement using Transformer Networks
Transformers are revolutionising speech processing! This PhD will develop new AI for clearer speech, focusing on helping those with hearing loss understand conversations better, especially in noisy places. Read more
Using Aerial Swarms for Wildfire Detection
The aim of this project is to design a human-in-the-loop aerial swarm system to detect and suppress wildfires. . Wildfire burns approximately 420 million hectares of land each year, which has a catastrophic ecological and economic effect around the world. Read more
Large Language Model Event Extraction for Habitat and Environmental Impact
Supervisory Team. Stuart Middleton and Christine Evers. Event Extraction using deep-learning based Large Language Models (LLMs) for Natural Language Processing (NLP) of Social Media posts focussing on Environmental Impact events such as Pollution, Wildfires and Flooding. Read more
GATE: Generative AI Trust Evaluation - Assessing the Influence of Large Language Models on Human Behaviour and Decision-Making
In this project, you will examine how advice from Large Language Models (LLMs) affects user trust and behaviour in low- and high-risk contexts. Read more
Nanodevices for next-generation memory and neuromorphic computing applications
This PhD project involves developing nanoscale optoelectronic devices for next-generation memory and neuromorphic computing. You will explore advanced materials and nanopatterning techniques to create flexible, brain-inspired devices that emulate neural networks, enabling AI in wearables. Read more