The structure and dynamics of networks with higher order interactions
All beauty, richness and harmony in the emergent dynamics of a complex system largely
depend on the specific way in which its elementary components interact. The last twenty-five …
depend on the specific way in which its elementary components interact. The last twenty-five …
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 …
Social physics
Recent decades have seen a rise in the use of physics methods to study different societal
phenomena. This development has been due to physicists venturing outside of their …
phenomena. This development has been due to physicists venturing outside of their …
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 …
Bots increase exposure to negative and inflammatory content in online social systems
Societies are complex systems, which tend to polarize into subgroups of individuals with
dramatically opposite perspectives. This phenomenon is reflected—and often amplified—in …
dramatically opposite perspectives. This phenomenon is reflected—and often amplified—in …
Challenges for the cyber-physical manufacturing enterprises of the future
This paper summarizes a vision of the challenges facing the so-called “Industry of the
Future” as studied by the research community of the IFAC Coordinating Committee 5 on …
Future” as studied by the research community of the IFAC Coordinating Committee 5 on …
The physics of brain network structure, function and control
CW Lynn, DS Bassett - Nature Reviews Physics, 2019 - nature.com
The brain is characterized by heterogeneous patterns of structural connections supporting
unparalleled feats of cognition and a wide range of behaviours. New non-invasive imaging …
unparalleled feats of cognition and a wide range of behaviours. New non-invasive imaging …
Trend: Temporal event and node dynamics for graph representation learning
Temporal graph representation learning has drawn significant attention for the prevalence of
temporal graphs in the real world. However, most existing works resort to taking discrete …
temporal graphs in the real world. However, most existing works resort to taking discrete …
Computational network biology: data, models, and applications
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 …
biological information from the network concepts are of great significance. Benefiting from …
Network control principles predict neuron function in the Caenorhabditis elegans connectome
Recent studies on the controllability of complex systems offer a powerful mathematical
framework to systematically explore the structure–function relationship in biological, social …
framework to systematically explore the structure–function relationship in biological, social …