Networks are finite metric spaces, with distances defined by the shortest paths between
nodes. However, this is not the only form of network geometry: two others are the geometry …

As we describe the immune system in ever more exquisite detail, we might find that no
matter how successful, this approach will not be sufficient to understand the spread of …

Even though power-law or close-to-power-law degree distributions are ubiquitously
observed in a great variety of large real networks, the mathematically satisfactory treatment …

A majority of studied models for scale-free networks have degree distributions with
exponents greater than two. Real networks, however, can demonstrate essentially more …

Growing attention has been brought to the fact that many real directed networks exhibit
hierarchy and directionality as measured through techniques like trophic analysis and non …

In a previous study, we have explored how to decompose the global entropy of a network
into edge components using a graph-spectral decomposition technique. Here, we develop …

We present a general class of geometric network growth mechanisms by homogeneous
attachment in which the links created at a given time t are distributed homogeneously …

In this thesis, we address problems in complex networks using the methods of statistical
mechanics and information theory. We particularly focus on the thermodynamic …

Over the past several decades, the field of Network Science has arisen and become very
active [229; 19]. Its direct roots extend back by approximately one century, most notably …

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