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Software Engineering PhD Research Projects

We have 210 Software Engineering PhD Research Projects

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We have 210 Software Engineering PhD Research Projects

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Enhanced variant interpretation for the discovery of mechanisms underpinning Ophthalmic genomic disorders

This project will utilize large genomic sequencing datasets from the 100,000 genomes project and the UK BioBank to understand how genomic variation impacts the development and function of cells vital for correct vision. Read more

Fairness in Automatic Assessment

Automated assessment (AA), the task of employing machine learning models to automatically score written/spoken text, is one of the most important educational applications of natural language processing. Read more

An explainable robotic perception framework for indoor scene understanding

The goal of this project is to develop a real-time robotic perception framework that captures visual information from real-world environments, and is further reconstructed and converted into editable geometric models with semantic contexts. Read more

Automated generation and parameterisation of physics-based propulsion system models

Accurate simulation models are vital for the implementation of digital development techniques. These models need to be a suitably accurate representation of the system behaviour, whilst also satisfying key requirements in terms of computational speed and scalability. Read more

Brain-Computer Interface (BCI) Controlled Robotic Exoskeletons

Despite much progress, the development of a brain-actuated robotic exoskeleton for patients with motor impairments to perform daily living activities using a brain-computer interface (BCI) remains an ambitious target. Read more

Variational approaches for imaging tasks in cell biology

The goal of this project is to develop strategies for cell segmentation, classification and tracking through variational deep learning techniques approaches that enable estimation of uncertainties in achieving these tasks. These tools will be applied to investigating biological mechanisms of cell growth and tumorigenesis. Read more

Interpretable and transparent machine learning algorithms for medical image computing

The. UKRI Centre for Doctoral Training in Accountable, Responsible and Transparent AI (ART-AI). at the University of Bath is inviting applications for a fully funded PhD studentship based in the Department of Computer Science and under the joint supervision of . Read more

Hierarchical reinforcement learning

One of the most fundamental problems in artificial intelligence (AI) is how to enable autonomous development of action hierarchies, in other words, how to endow artificial agents with the ability to autonomously form useful high-level behaviours (for example, grasping) from existing behavioural units (for example, primitive sensory and motor actions available to a robot). Read more

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