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Maths & Computing PhD Research Projects

We have 1,329 Maths & Computing PhD Research Projects

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We have 1,329 Maths & Computing PhD Research Projects

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Multi-task Learning and Applications

In traditional machine learning, a learning system can be trained to deal with a specific single task, while human is able to complete multiple tasks with the same learning strategy. Read more

Biologically-Plausible Continual Learning

Continual learning (aka lifelong learning) refers to a problem on how a learning system learns multiple tasks in succession over the lifespan where later tasks do not degrade the performance of the system learned for the earlier tasks and, ideally, the system can leverage the knowledge learned in previous tasks to facilitate learning the new tasks better. Read more

Zero-Shot Learning and Applications

Zero-shot learning refers to a novel paradigm on learning how to recognise new concepts by just having a description of them. For example, zero-shot learning works on a setting of solving a classification problem when no labelled training examples are available for all classes, which are divided into two class subsets. Read more

Evaluating Systems for the Augmentation of Human Cognition

There is a growing interest in the use of technology to extend the capabilities of the human mind. Examples include. Systems that capture and represent data about human experiences in order to support retrospective memory;. Read more

Pervasive Technology for Multimodal Human Memory Augmentation

Technology has long had an important role in supporting human memory. However, developments in pervasive computing are beginning to offer the potential to re-think and re-define how technology can augment human memory. Read more

Data Wrangling

Data wrangling is the process by which the data required by an application is identified, extracted, cleaned and integrated, to yield a data set that is suitable for exploration and analysis. Read more

Enabling resilience in digital twins PhD

This PhD is within the context of digital twins for complex assets such as aero-engines, and turbines. Digital twins are digital representations of an asset and process, and aim to provide a comprehensive and accurate representation. Read more

Position in Intelligent and Effective Ontology System for Lifecycle Costing PhD

This is a self-funded PhD position to work with Dr Maryam Farsi in the Centre for Digital Engineering and Manufacturing. This PhD project will focus on machine learning-based and ontology-based solutions for lifecycle cost prediction. Read more

Augmented Reality Technology for Emergency First Responders PhD

Cranfield University and the Centre for Digital Engineering and Manufacturing are seeking a top class candidate to undertake research in augmented reality leading to a PhD award. Read more

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