Signal propagation in complex networks
Signal propagation in complex networks drives epidemics, is responsible for information
going viral, promotes trust and facilitates moral behavior in social groups, enables the …
going viral, promotes trust and facilitates moral behavior in social groups, enables the …
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 …
patterns and dynamical processes that are well captured by network models. However, most …
[图书][B] Multilayer networks: structure and function
G Bianconi - 2018 - books.google.com
Multilayer networks is a rising topic in Network Science which characterizes the structure
and the function of complex systems formed by several interacting networks. Multilayer …
and the function of complex systems formed by several interacting networks. Multilayer …
The role of complexity for digital twins of cities
We argue that theories and methods drawn from complexity science are urgently needed to
guide the development and use of digital twins for cities. The theoretical framework from …
guide the development and use of digital twins for cities. The theoretical framework from …
Predicting multicellular function through multi-layer tissue networks
M Zitnik, J Leskovec - Bioinformatics, 2017 - academic.oup.com
Motivation Understanding functions of proteins in specific human tissues is essential for
insights into disease diagnostics and therapeutics, yet prediction of tissue-specific cellular …
insights into disease diagnostics and therapeutics, yet prediction of tissue-specific cellular …
[HTML][HTML] Random walks and diffusion on networks
Random walks are ubiquitous in the sciences, and they are interesting from both theoretical
and practical perspectives. They are one of the most fundamental types of stochastic …
and practical perspectives. They are one of the most fundamental types of stochastic …
Synchronization in multiplex networks
Synchronization in a network of connected elements is essential to the proper functioning of
both natural and engineered systems and is thus of increasing interest across disciplines. In …
both natural and engineered systems and is thus of increasing interest across disciplines. In …
Human mobility: Models and applications
Recent years have witnessed an explosion of extensive geolocated datasets related to
human movement, enabling scientists to quantitatively study individual and collective …
human movement, enabling scientists to quantitatively study individual and collective …
The physics of spreading processes in multilayer networks
Despite the success of traditional network analysis, standard networks provide a limited
representation of complex systems, which often include different types of relationships (or …
representation of complex systems, which often include different types of relationships (or …
Multilayer networks
In most natural and engineered systems, a set of entities interact with each other in
complicated patterns that can encompass multiple types of relationships, change in time and …
complicated patterns that can encompass multiple types of relationships, change in time and …