Higher-Order Systems [E-Book] / edited by Federico Battiston, Giovanni Petri.
The book discusses the potential of higher-order interactions to model real-world relational systems. Over the last decade, networks have emerged as the paradigmatic framework to model complex systems. Yet, as simple collections of nodes and links, they are intrinsically limited to pairwise interact...
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Full text |
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Personal Name(s): | Battiston, Federico, editor |
Petri, Giovanni, editor | |
Edition: |
1st edition 2022. |
Imprint: |
Cham :
Springer,
2022
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Physical Description: |
X, 433 pages 112 illustrations, 84 illustrations in color (online resource) |
Note: |
englisch |
ISBN: |
9783030913748 |
DOI: |
10.1007/978-3-030-91374-8 |
Series Title: |
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Understanding Complex Systems
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Subject (LOC): |
- Higher-order systems as a modelling framework
- Graphs, simplicial complexes and hypergraphs: Spectral theory and topology
- Random Simplicial Complexes: Models and Phenomena
- Topological Data Analysis
- Flow-based Community Detection in Hypergraphs
- Pattern formation on hypergraphs
- Non-pairwise interaction in oscillatory ensembles: From theory to data analysis
- From symmetric networks to heteroclinic dynamics and chaos in coupled phase oscillators with higher-order interactions
- Explosive synchronization and multistability in large systems of Kuramoto oscillators with higher-order interactions
- Multiorder Laplacian for Kuramoto dynamics with higher-order interactions
- The Master Stability Function for Synchronization in Simplicial Complexes
- Geometry, Topology and Simplicial Synchronization
- Signal processing on simplicial complexes
- Social contagion on higher order structures
- Consensus Dynamics and Opinion Formation on Hypergraphs
- Collective games on hypergraphs
- Topological Data Analysis of Spatial Systems
- Higher-order description of brain function
- Higher-Order Interactions in Biology: The Curious Case of Epistasis.