Network geometry

M Boguna, I Bonamassa, M De Domenico… - Nature Reviews …, 2021 - nature.com
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 …

Computational network biology: data, models, and applications

C Liu, Y Ma, J Zhao, R Nussinov, YC Zhang, F Cheng… - Physics Reports, 2020 - Elsevier
Biological entities are involved in intricate and complex interactions, in which uncovering the
biological information from the network concepts are of great significance. Benefiting from …

A small world of weak ties provides optimal global integration of self-similar modules in functional brain networks

LK Gallos, HA Makse… - Proceedings of the …, 2012 - National Acad Sciences
The human brain is organized in functional modules. Such an organization presents a basic
conundrum: Modules ought to be sufficiently independent to guarantee functional …

A big-world network in ASD: dynamical connectivity analysis reflects a deficit in long-range connections and an excess of short-range connections

P Barttfeld, B Wicker, S Cukier, S Navarta, S Lew… - Neuropsychologia, 2011 - Elsevier
Over the last years, increasing evidence has fuelled the hypothesis that Autism Spectrum
Disorder (ASD) is a condition of altered brain functional connectivity. The great majority of …

Spreading dynamics in complex networks

S Pei, HA Makse - Journal of Statistical Mechanics: Theory and …, 2013 - iopscience.iop.org
Searching for influential spreaders in complex networks is an issue of great significance for
applications across various domains, ranging from epidemic control, innovation diffusion …

Identifying spreading influence nodes for social networks

Y Ou, Q Guo, J Liu - Frontiers of Engineering Management, 2022 - Springer
The identification of spreading influence nodes in social networks, which studies how to
detect important individuals in human society, has attracted increasing attention from …

The conundrum of functional brain networks: small-world efficiency or fractal modularity

LK Gallos, M Sigman, HA Makse - Frontiers in physiology, 2012 - frontiersin.org
The human brain has been studied at multiple scales, from neurons, circuits, areas with well-
defined anatomical and functional boundaries, to large-scale functional networks which …

A healthy dose of chaos: Using fractal frameworks for engineering higher-fidelity biomedical systems

A Korolj, HT Wu, M Radisic - Biomaterials, 2019 - Elsevier
Optimal levels of chaos and fractality are distinctly associated with physiological health and
function in natural systems. Chaos is a type of nonlinear dynamics that tends to exhibit …

[HTML][HTML] Definition of fractal topography to essential understanding of scale-invariance

Y **, Y Wu, H Li, M Zhao, J Pan - Scientific Reports, 2017 - nature.com
Fractal behavior is scale-invariant and widely characterized by fractal dimension. However,
the cor-respondence between them is that fractal behavior uniquely determines a fractal …

Communication activity in a social network: relation between long-term correlations and inter-event clustering

D Rybski, SV Buldyrev, S Havlin, F Liljeros… - Scientific reports, 2012 - nature.com
Human communication in social networks is dominated by emergent statistical laws such as
non-trivial correlations and temporal clustering. Recently, we found long-term correlations in …