66 postdoc-in-thermal-network-of-the-physical-building PhD positions at Newcastle University
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erode trust in model outcomes. This project aims to create a unified framework for building lightweight, data-efficient multi-modal AI models that can effectively handle uncertainty and generate reliable
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programmed in advance. If anything changes, it may fail. This project explores how to build more adaptable systems using vision-language-action (VLA ) models. These combine computer vision (to see), natural
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uncertainty, modality dropout, and noise propagation, which can degrade robustness and erode trust in model outcomes. This project aims to create a unified framework for building lightweight, data-efficient
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the red book on the shelf,” a traditional robot would need the exact location and object details programmed in advance. If anything changes, it may fail. This project explores how to build more adaptable
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readiness. You will help strengthen the UK’s leadership in point-of-care diagnostics for cancer-related emergencies while building valuable expertise at the health–engineering interface. Number Of Awards 1
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for cancer-related emergencies while building valuable expertise at the health–engineering interface. Number Of Awards 1 Start Date 1st October 2026 Award Duration 4 years Application Closing Date 18th
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: this provides capability for accurate and fast modelling of urban drainage, handling the full complexity of flow paths on impermeable surfaces, green space, buildings, pipe networks and BGI features
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areas, including the Fens and Romney Marshes, depend on complex networks of drains, rivers, and pumps to regulate water levels. These drainage catchments are crucial for protecting homes, sustaining
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inaccurate, and rain gauge networks, while reliable, are too sparse to capture highly localised storms. Reliable, high-resolution rainfall data is urgently needed to improve flood prediction, climate
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into volatile chlorides. The process efficiency, however, depends on a complex interplay of particle-scale interactions and particle/solid body interactions. Current industrial practice relies heavily