[HTML][HTML] Synchronization dynamics in non-normal networks: the trade-off for optimality
Synchronization is an important behavior that characterizes many natural and human made
systems that are composed by several interacting units. It can be found in a broad spectrum …
systems that are composed by several interacting units. It can be found in a broad spectrum …
Broken detailed balance and entropy production in directed networks
The structure of a complex network plays a crucial role in determining its dynamical
properties. In this work, we show that the directed, hierarchical organisation of a network …
properties. In this work, we show that the directed, hierarchical organisation of a network …
[HTML][HTML] Persistence of chimera states and the challenge for synchronization in real-world networks
The emergence of order in nature manifests in different phenomena, with synchronization
being one of the most representative examples. Understanding the role played by the …
being one of the most representative examples. Understanding the role played by the …
Hierarchical route to the emergence of leader nodes in real-world networks
A large number of complex systems, naturally emerging in various domains, are well
described by directed networks, resulting in numerous interesting features that are absent …
described by directed networks, resulting in numerous interesting features that are absent …
Efficient communication over complex dynamical networks: The role of matrix non-normality
In both natural and engineered systems, communication often occurs dynamically over
networks ranging from highly structured grids to largely disordered graphs. To use, or …
networks ranging from highly structured grids to largely disordered graphs. To use, or …
[HTML][HTML] Non-normal interactions create socio-economic bubbles
In social networks, bursts of activity often result from the imitative behavior between
interacting agents. The Ising model, along with its variants in the social sciences, serves as a …
interacting agents. The Ising model, along with its variants in the social sciences, serves as a …
Non-normality and non-monotonic dynamics in complex reaction networks
Complex chemical reaction networks, which underlie many industrial and biological
processes, often exhibit non-monotonic changes in chemical species concentrations. Such …
processes, often exhibit non-monotonic changes in chemical species concentrations. Such …
Information flow between stock markets: A Koopman decomposition approach
Stock markets in the world are linked by complicated and dynamical relationships into a
temporal network. Extensive works have provided us with rich findings from the topological …
temporal network. Extensive works have provided us with rich findings from the topological …
Turing patterns on discrete topologies: from networks to higher-order structures
Nature is a blossoming of regular structures, signature of self-organization of the underlying
microscopic interacting agents. Turing theory of pattern formation is one of the most studied …
microscopic interacting agents. Turing theory of pattern formation is one of the most studied …
Non-normal interactions create socio-economic bubbles
We present a generic new mechanism for the emergence of collective exuberance among
interacting agents in a general class of Ising-like models that have a long history in social …
interacting agents in a general class of Ising-like models that have a long history in social …