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prediction PhD Projects, Programmes & Scholarships
We have 248 prediction PhD Projects, Programmes & Scholarships
Data-driven optimal prediction of bacteria growth
This project is devoted to an AI-based prediction of bacteria growth and its control by antibiotics. In synthetic biology, an improved understanding of bacterial regulatory circuits is required to develop complex biological systems with functionalities beyond existing in nature [1, 2]. Read more
Develop high-accuracy prediction models with small datasets and uncertainty of one-sided information in the free-market system PhD
This PhD project offers a unique opportunity to delve into the complexities of free-market systems and sustainability through a novel ensemble prediction model. Read more
Assessment of drug exposure and prediction of the risk of diabetic retinopathy in type 2 diabetic patients using electronic health records data
Recent figures from Diabetes UK show that 4.3 million people in the UK are diagnosed with diabetes of whom approximately 90% have type 2 diabetes mellitus (T2DM) and another 2.4 million are at high risk of developing the T2DM. Read more
University of Bath URSA Project: AI-assisted in-situ Fault Diagnosis and Failure Prediction of Motor and Drive Systems
This project is one of a number that are in competition for funding from the University of Bath URSA competition, for entry in September 2025. Read more
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Developing AI-Based Equitable Risk Prediction Models for Long-Term Conditions Using Longitudinal Health Data
We are recruiting new Doctoral Researchers to our EPSRC funded Doctoral Landscape Award (DLA) PhD studentships starting 1 October 2025. Read more
Guaranteed Structure Prediction with Machine Learning
New materials are urgently needed to address global challenges our society faces today. The atomistic structure dictates their stability and properties. Read more
Real-Time prediction of Epileptic Seizures using Machine Learning
Research Group:
Computing
Interested in changing the lives of people living with Epilepsy?. Epilepsy is a prevalent, serious neurological condition which affects 50 million people worldwide and ~600,000 in the UK. Read more
Characterisation and Prediction of Ducted Propeller Noise with Short Intake
Research Group:
Acoustics
This PhD project focuses on characterizing and predicting noise in short intake ducted propeller systems for eVTOL aircraft, critical for Urban Air Mobility noise reduction. Read more
Enhancing Drug Safety with Explainable Artificial Intelligence and Multimodal Prediction Models (RDF25/EE/CIS/JAGANATHAN)
Developing a new drug in the UK typically takes 10 to 15 years and costs around £1.15 billion. Despite the investment, about 90% of drug candidates fail in clinical trials. Read more
Blockchain-Enhanced Federated Learning for Dynamic Traffic Prediction
This study explores the blockchain-enhanced architecture for training online models using federated learning (FL) in various interdisciplinary fields. Read more
Optimal prediction of dynamical systems with incomplete data
Dynamical systems describe a variety of real-life problems related to evolution over time. It is often the case that the problems are so complicated that mathematical models for them either do not exist or are not accurate enough. Read more
Exploiting Deep Learning-based protein structure prediction for function annotation and structural biology
Applications will be reviewed until a suitable candidate is appointed. Protein structural information is crucial for an understanding of protein function and evolution. Read more
Drone Intention Prediction for Surveillance System PhD
Fully funded PhD opportunity in Aerospace AI. Sponsored by EPSRC and Saab UK covering tuition, fees and a bursary of up to £20,568 (tax free) + research consumable costs. Read more
Characterization and Prediction of Tip Vortex Interaction Noise
Research Group:
Acoustics
This project focuses on experimentally characterizing and predicting noise from tip vortex-blade interactions in eVTOL aircraft, addressing a key challenge in reducing noise for urban air mobility. Read more
Developing effective interfaces for EMA data collection to support prediction and treatment of health conditions in the community
Health technologies play important roles in earlier prediction of illness and enabling behavioural interventions to help manage conditions in the community. Read more