More is different in real-world multilayer networks

M De Domenico - Nature Physics, 2023‏ - nature.com
The constituents of many complex systems are characterized by non-trivial connectivity
patterns and dynamical processes that are well captured by network models. However, most …

[HTML][HTML] Networks beyond pairwise interactions: Structure and dynamics

F Battiston, G Cencetti, I Iacopini, V Latora, M Lucas… - Physics reports, 2020‏ - Elsevier
The complexity of many biological, social and technological systems stems from the richness
of the interactions among their units. Over the past decades, a variety of complex systems …

Random walks on hypergraphs

T Carletti, F Battiston, G Cencetti, D Fanelli - Physical review E, 2020‏ - APS
In the past 20 years network science has proven its strength in modeling many real-world
interacting systems as generic agents, the nodes, connected by pairwise edges …

Reinforcement learning based capacity management in multi-layer satellite networks

C Jiang, X Zhu - IEEE Transactions on Wireless …, 2020‏ - ieeexplore.ieee.org
The development of satellite networks is drawing much more attention in recent years due to
the wide coverage ability. Composed of geosynchronous orbit (GEO), medium earth orbit …

Multilayer motif analysis of brain networks

F Battiston, V Nicosia, M Chavez… - Chaos: An Interdisciplinary …, 2017‏ - pubs.aip.org
In the last decade, network science has shed new light both on the structural (anatomical)
and on the functional (correlations in the activity) connectivity among the different areas of …

Financial networks and stress testing: Challenges and new research avenues for systemic risk analysis and financial stability implications

S Battiston, S Martinez-Jaramillo - Journal of Financial Stability, 2018‏ - Elsevier
Network models, stress testing methods and early warning systems are attracting growing
interest both among scholars and practitioners. In this short paper, we illustrate some of the …

Contributions of modern network science to the cognitive sciences: Revisiting research spirals of representation and process

N Castro, CSQ Siew - Proceedings of the Royal Society …, 2020‏ - royalsocietypublishing.org
Modelling the structure of cognitive systems is a central goal of the cognitive sciences—a
goal that has greatly benefitted from the application of network science approaches. This …

Investigating urban mobility through multi-source public transportation data: A multiplex network perspective

Z Li, J Tang, T Feng, B Liu, J Cao, T Yu, Y Ji - Applied Geography, 2024‏ - Elsevier
The integration of multi-source and diverse spatio-temporal travel data provides a
comprehensive insight into urban mobility. Using data from Shenzhen's public transportation …

Determinants of public cooperation in multiplex networks

F Battiston, M Perc, V Latora - New Journal of Physics, 2017‏ - iopscience.iop.org
Synergies between evolutionary game theory and statistical physics have significantly
improved our understanding of public cooperation in structured populations. Multiplex …

Multiplex model of mental lexicon reveals explosive learning in humans

M Stella, NM Beckage, M Brede, M De Domenico - Scientific reports, 2018‏ - nature.com
Word similarities affect language acquisition and use in a multi-relational way barely
accounted for in the literature. We propose a multiplex network representation of this mental …