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Apply and key information This project is funded by: Department for the Economy (DfE) Summary Transform how we determine biomolecular structures. This PhD develops generative AI tools that use
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reading Amran, M., Huang, S.S., Debbarma, S. and Rashid, R.S.M., 2022. Fire resistance of geopolymer concrete: A critical review. Construction and Building Materials, 324, p.126722. https://doi.org/10.1016
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, structural discontinuities, such as fastener holes, can introduce stress concentrations in these anisotropic material systems increasing the risk of critical failure due to delamination. However, delamination
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foundations (e.g. concrete piles). These dual purpose ‘energy piles’ offer a sustainable and scalable solution for harnessing geothermal energy from underground soils and rocks, whilst serving as structural
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(Santos-Sánchez et al., 2024). The higher percentage of β-sheet structures in plant proteins can hinder access of gastrointestinal digestive enzymes decreasing digestion of the protein. Moreover, this can
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construction technologies. Large full-scale compartment fire tests, while providing the best insight into fire development, are extremely expensive and often take months if not years to conduct. Instead
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privacy-preserving techniques (differential privacy, k-anonymity) to generate diverse scenarios spanning money laundering typologies such as smurfing, trade-based laundering, and shell company structures
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originally predicted during design and construction. Also changes to workplaces have increased internal gains through the use of IT and other equipment. To avoid a need to retrofit expensive (and energy
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to Compustat firms, 1980–2015: Dynamic reassignment, name changes, and ownership structures. *Research Policy*, 50(5), 104217.
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of current robotic systems, a critical gap prevents alignment with human operator expectations. Key challenges include: Communication Barriers: Current robots require a direct structured command syntax, which