FREE Virtual Study Fair | 1 - 2 March | REGISTER NOW FREE Virtual Study Fair | 1 - 2 March | REGISTER NOW

Data Science PhD Research Projects

We have 297 Data Science PhD Research Projects

Discipline

Discipline

Computer Science

Location

Location

All locations

Institution

Institution

All Institutions

PhD Type

PhD Type

PhD Research Projects

Funding

Funding

All Funding


We have 297 Data Science PhD Research Projects

PhD saved successfully

Using neural networks and clustering algorithms to understand the mass flows and energy cycles at the heart of our Galaxy

The inner few thousand light years of the Milky Way – the Central Molecular Zone (CMZ) – hosts the nearest supermassive black hole, largest reservoir of dense gas, most massive/dense stellar clusters, and highest volume density of supernovae in the Galaxy. Read more

Integrating Sub-symbolic and Symbolic Reasoning for Value Alignment

An important long-term concern regarding the ethical impact of AI is the so called ‘value alignment problem’; that is, how to ensure that the decisions of autonomous AIs are aligned with human values. Read more

Learning and deploying safe and trustworthy models of data provenance

Our modern lives are increasingly governed by ubiquitous AI systems and an abundance of digital data. More and more products and services are providing us with better tools and recommendations for our professional, personal, and entertainment activities. Read more

Generative modelling with neural probabilistic circuits

The current state of the art in generative modelling is dominated by neural networks. Despite their impressive performance on many benchmark tasks, these algorithms do not provide tractable inference for common and important queries, e.g. Read more

Developing the next generation of pedestrian behaviour models for revival of high streets and sustainable transport [Self-Funded Students Only]

  Research Group: Data and Knowledge Engineering
Modelling the behaviour of pedestrians in city centres is of practical importance not only for sustainable transport (reducing reliance on motor vehicles addresses issues of carbon emissions, congestion and health) but also can help inform planning for town centres in a post-COVID world. Read more

Advanced Maintenance Management of Offshore Renewable Energy Systems

  Research Group: Communication and Networks
Renewable energy plays an importance role in the road to net-zero greenhouse gas emissions, limiting the global temperature increase by up to 1.5°C by 2050. Read more

Geometric superpixel clustering and segmentation

Are you familiar with machine learning? Do you have a solid mathematical background and a keen interest in image processing? Are you interested in pushing the boundaries of mathematical and computational research?. Read more

Filtering Results