Higher-order networks including many-body interactions among nodes are ubiquitous in complex systems. The authors propose several growing mechanisms which are able to generate synthetic ...

These higher-order networks are called simplicial complexes and have been studied extensively by Mathematicians working in discrete topology. Now, research led by Professor Ginestra Bianconi, ...

“The higher-order network analysis can find weak signals in a logistics network of adversarial actions that would be missed by first-order network representations,” Kaplan said.

These higher-order networks are called simplicial complexes and have been studied extensively by Mathematicians working in discrete topology. Now, research led by Professor Ginestra Bianconi, ...

More information: Ana P. Millán et al, Topology shapes dynamics of higher-order networks, Nature Physics (2025). DOI: 10.1038 ...

Higher-order interactions and the future of network science. Institute of Science Tokyo. Journal Nature Physics Funder Japan Society for the Promotion of Science, Japan Science and Technology Agency ...

Higher-order networks help us with complex cognitive activities like planning and problem-solving while lower-order networks manage basic functions like vision and hearing. When we take ...

Network theorists call these phenomena "higher-order interactions." Understanding them can be tricky, says Yuanzhao Zhang, an SFI Complexity Postdoctoral Fellow who uses network theory to study ...

Higher-order topology drives synchronization: The study introduces topological synchronization, where oscillations in a ...

These higher-order networks are called simplicial complexes and have been studied extensively by Mathematicians working in discrete topology. Now, research led by Professor Ginestra Bianconi, ...

Translation of the logical characterisation to the study of the theoretical limitations of the expressiveness of Higher Order Graph Neural Networks or “Hypergraph Neural Networks”. The successful ...