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topological classification frameworks, particularly the formalism described by Silva et al. Machine Learning / AI: Design and training of a neural network—likely a transformer or graph neural network (GNN
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Single Electricity Market (SEM) model to support the transition to a net-zero energy system. What’s on Offer? Enhanced Stipend: Generous financial support exceeding standard PhD funding. Industry
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. Combining computer vision with artificial intelligence will enable a PhD researcher to develop models that can reason, understand or learn like a human. The ability to identify defects, adapt to new and
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systems that directly support organisations in achieving Net Zero carbon goals. Research Objectives Identify the key drivers influencing the operation and energy consumption of connected building assets