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on the structural integrity of metallic materials for hydrogen energy applications, with a focus on predicting their service life and failure mechanisms. The research will be carried out in close collaboration with
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interferometry, etc.), (v) Predictive modelling of coupled phenomena (reactive transport, rock-water interactions, etc.), (vi) Uncertainty quantification (Monte Carlo, meta-modelling), and (vii) Risk analysis. The
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for operation in extreme conditions). The doctoral research will focus on the development of advanced computational methodologies for the prediction of wear, damage evolution, crack initiation and crack
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Agency funded BILMo (Biodiversity Inspired Lake Modelling) project, which aims to upgrade different mechanistic lake models to 1) predict diversity and community composition responses to combined gradients
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data, and how we use that information to predict the genetic and demographic responses of spatially structured marine populations to environmental variation and change. Specifically, the primary focus
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prostate cancer management. Research Objectives Predictive diagnosis: Should this patient undergo a prostate biopsy, and what is the likelihood that an identified lesion represents aggressive cancer
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PhD students. The MoM section is recognized worldwide for its high-level research on experimental analysis, theoretical understanding and predictive modelling of complex thermo-mechanical behaviour (e.g
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-enhanced model predictive control, control-theoretic safety and stability guarantees for learning-enabled systems, and the integration of foundation models with autonomous robotic decision-making and control
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detailed knowledge of the performance parameters that affect their application software, as it aids in making future technology choices, predicting performance and scalability, and adapting critical software
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, prediction of patient responses to the developed (nano)hormone-chemotherapy, and assessment of its potential as a competitive alternative to conjugate-based therapies, which are among the most expensive