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. Research activities may include common- and rare-variant association studies, survival and longitudinal analysis, multi-state disease modeling, polygenic risk prediction, gene-environment interaction, cross
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the expert models over time, addressing leakage-free training through rolling-origin protocols andthepropagation of predictive uncertainty.Task 4: Validation, benchmarking, and dissemination. Evaluate
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will have the opportunity to pursue cutting-edge research in several emerging areas, including first-principles design and discovery of advance materials for quantum and energy applications, prediction
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including causal inference and prognostic/risk prediction modelling. It will be essential to have evidence of strong data management skills and experience managing large linked administrative datasets using
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models can support energy-system modelling and optimization, including applications such as prediction, surrogate modelling, uncertainty quantification, and decision support. Coordinate the joint research
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are software representations of physical assets, processes, or systems. They leverage real-time data to mirror the behaviour and characteristics of their physical counterparts, enabling predictive maintenance
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reconstructions of pCO₂ across multiple icehouse–greenhouse transitions, thereby potentially constraining the possible trajectory of the modern Earth System under continued rise in pCO₂, improving predictions
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directed and led by Dr. Charlie Messina, a professor of predictive breeding specializing in symbiotic AI with over 16 years in the private sector. The center aims to accelerate genetic gain in specialty
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Position Data Science and Artificial Intelligence in Cardiac Electrophysiology Our goal: the development of multimodal prediction models to detect and predict atrial fibrillation (AF) and other clinically
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. Ultimately, the project aims to develop approaches for predicting and selecting stable polyploid lines, helping establish a new breeding strategy for more resilient and productive horticultural crops. Key