[LIVRE][B] Higher-order networks
G Bianconi - 2021 - cambridge.org
Higher-order networks describe the many-body interactions of a large variety of complex
systems, ranging from the the brain to collaboration networks. Simplicial complexes are …
systems, ranging from the the brain to collaboration networks. Simplicial complexes are …
Percolation theories for quantum networks
Quantum networks have experienced rapid advancements in both theoretical and
experimental domains over the last decade, making it increasingly important to understand …
experimental domains over the last decade, making it increasingly important to understand …
Hypergraph reconstruction from network data
Networks can describe the structure of a wide variety of complex systems by specifying
which pairs of entities in the system are connected. While such pairwise representations are …
which pairs of entities in the system are connected. While such pairwise representations are …
Higher-order percolation processes on multiplex hypergraphs
Higher-order interactions are increasingly recognized as a fundamental aspect of complex
systems ranging from the brain to social contact networks. Hypergraphs as well as simplicial …
systems ranging from the brain to social contact networks. Hypergraphs as well as simplicial …
Hypergraphx: a library for higher-order network analysis
From social to biological systems, many real-world systems are characterized by higher-
order, non-dyadic interactions. Such systems are conveniently described by hypergraphs …
order, non-dyadic interactions. Such systems are conveniently described by hypergraphs …
Forecasting the future of artificial intelligence with machine learning-based link prediction in an exponentially growing knowledge network
A tool that could suggest new personalized research directions and ideas by taking insights
from the scientific literature could profoundly accelerate the progress of science. A field that …
from the scientific literature could profoundly accelerate the progress of science. A field that …
A threshold model of cascading failure on random hypergraphs
Higher-order interactions are ubiquitous in the real world and play a critical role in
maintaining the overall function of complex systems. To investigate the effects of higher …
maintaining the overall function of complex systems. To investigate the effects of higher …
Emergent hyperbolic network geometry
A large variety of interacting complex systems are characterized by interactions occurring
between more than two nodes. These systems are described by simplicial complexes …
between more than two nodes. These systems are described by simplicial complexes …
Modeling and analysis of cascading failures in multilayer higher-order networks
With the increasing application of network science, understanding the behavior of higher-
order networks has become particularly important. Especially, the study of multilayer higher …
order networks has become particularly important. Especially, the study of multilayer higher …
Theory of percolation on hypergraphs
Hypergraphs capture the higher-order interactions in complex systems and always admit a
factor graph representation, consisting of a bipartite network of nodes and hyperedges. As …
factor graph representation, consisting of a bipartite network of nodes and hyperedges. As …