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Field
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processing, network resource management to improve the performance of the future wireless communication systems. Finally, due to the large-scale nature, complexity, and heterogeneity of 6G networks
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is located in the North Campus Research Complex (NCRC) within a newly renovated laboratory building in the heart of Michigan Medicine. The laboratory benefits from immediate access to extensive core
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the study of the development of singularities, the long-time behavior of complex systems, the formation of spatial patterns, the transition between stability and instability, and the first steps of transition
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laser experimentation to study and control complex nonlinear dynamics. Key Responsibilities: Develop and implement Physics-Informed Neural Network (PINN) models to simulate, predict, and analyze complex
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academic writing skills and ability to communicate complex information clearly. Strong organisational and administrative skills with the ability to plan, prioritise, and manage research activities to meet
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, signals, measurement data, and biomedical data. Current research topics include: causal analysis in time series complex systems and networks, chaos, and fractal-based methods, EEG analysis, computational
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electron microscopy (TEM/STEM) techniques for material characterisation, including high resolution imaging, spectroscopy (e.g., EDX) and diffraction. Demonstrated ability to analyse and interpret complex
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academic writing skills and ability to communicate complex information clearly. Strong organisational and administrative skills with the ability to plan, prioritise, and manage research activities to meet
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, network resource management to improve the performance of the future wireless communication systems. Finally, due to the large-scale nature, complexity, and heterogeneity of 6G networks, for their analysis
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conditions can be complex and requires adaptation strategies. To overcome these limitations, the RESIL-AV project aims to improve detection accuracy by leveraging a network of heterogeneous sensors. This will