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systems, or continuous-time and discrete-time LTI systems theory is a plus. Experience with mathematical modeling, optimization, numerical computation, algorithm development, or machine learning. Prior
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methods from physics, chemistry, and mathematical modelling. The long-term goal is to derive design principles for constructing smart, adaptive microsystems, potentially useful for targeted drug delivery
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) Developing deep learning pipelines for multilayer segmentation and nanoscale transistor classification from microscopy images; (b) Designing graph-based inference models capable of reconstructing higher-level
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techniques from mathematical modelling, machine learning, uncertainty quantification, distributed decision-making, or other data-driven approaches. Your duties and responsibilities in this 4-year project
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components. You will explore how learning-based methods, such as imitation learning and reinforcement learning, can be integrated with model-based low-level controllers and multimodal sensing to enable contact
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indicators of embankment condition. To support the interpretation of monitoring data, a physics-based train–track–embankment interaction model will be developed using finite element (FE) and/or multibody
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down submarine canyons; incorporate these mechanisms into an existing computer model for sediment flux through submarine canyons; and validate the model on monitored submarine canyons. The responsibility
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. The first one will advance techniques for large-scale 3D particle tracking by merging measurement theory and practice with flow modelling for applications in industrial wind tunnels for the aerospace sector
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cellular models. What you do Your research focuses on understanding how adipose tissue-derived signals contribute to sex-specific differences in diabetic cardiomyopathy. Your tasks and responsibilities
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PhD Candidate: Modulating plant-based nutrition to enhance the sensory aspects and nutritional value
polyphenols in isolated form or within existing food products; Use different in vitro digestion models such as the INFOGEST model and/or the TIM-1 dynamic model, to determine the effect of the food matrix