Abstract: The potential of machine learning (ML) and federated learning (FL) to solve computational modelling issues in communication systems and networks has received a lot of attention in recent ...

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The course provides a precise and accurate treatment of probability, distribution theory and statistical inference. As such there will be a strong emphasis on mathematical statistics as important ...

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Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. The physical driving forces for secondary structure preferences of hydrated alanine ...

Abstract: We consider a multi-source status update system, where each source generates status update packets according to a Poisson process which are then served according to a generally distributed ...

Hamiltonian formulations of quasilinear theory are presented for the cases of uniform and nonuniform magnetized plasmas. First, the standard quasilinear theory of Kennel and Engelmann (Kennel, Phys.

A fundamental tenet of thermodynamics is that chaotic systems will relax to maximum-entropy states. In plasmas, the chaos is conventionally provided by interparticle collisions and the universal ...