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tools enabling preemptive risk mitigation. Furthermore, it will embed regulatory rules, such as the EU AI Act, into digital twins to audit AI alignment with fairness and transparency standards
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, or modelling. Familiarity with computational tools (Matlab, Python, or finite element analysis). Analytical thinking and enthusiasm for interdisciplinary research. Ability to work independently and as part of a
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traceability. Expected outputs include requirement templates and an initial workshop paper. Year 2: Integrate PlaTFoRm tools; evaluate coverage and fault robustness using the medical case study. Expected outputs
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deliver the first comprehensive CFD-DEM model of the quartz chlorination process, providing mechanistic understanding and predictive tools for industrial-scale process design. The outcomes will directly
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/processes; formalise requirements; prototype traceability. Expected outputs include requirement templates and an initial workshop paper. Year 2: Integrate PlaTFoRm tools; evaluate coverage and fault
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Award Summary 100% fees (UK Home only), a minimum tax-free annual living allowance at the 2026/27 UKRI rate (note that the 2025/26 rate is £20,780), and a research training support grant of £20,000
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a robust modelling framework to simulate future changes in water resources in North and East England, using a combination of physically-based hydrological modelling tools and water system models
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-of-the-art AI and computing facilities, receive tailored training and professional development, collaborate with experts across disciplines, and contribute to open-source tools that advance the wider AI