The physics of higher-order interactions in complex systems

F Battiston, E Amico, A Barrat, G Bianconi… - Nature Physics, 2021 - nature.com
Complex networks have become the main paradigm for modelling the dynamics of
interacting systems. However, networks are intrinsically limited to describing pairwise …

Dynamics on higher-order networks: A review

S Majhi, M Perc, D Ghosh - Journal of the Royal Society …, 2022 - royalsocietypublishing.org
Network science has evolved into an indispensable platform for studying complex systems.
But recent research has identified limits of classical networks, where links connect pairs of …

[HTML][HTML] Networks beyond pairwise interactions: Structure and dynamics

F Battiston, G Cencetti, I Iacopini, V Latora, M Lucas… - Physics reports, 2020 - Elsevier
The complexity of many biological, social and technological systems stems from the richness
of the interactions among their units. Over the past decades, a variety of complex systems …

Emergent simplicity in microbial community assembly

JE Goldford, N Lu, D Bajić, S Estrela, M Tikhonov… - Science, 2018 - science.org
A major unresolved question in microbiome research is whether the complex taxonomic
architectures observed in surveys of natural communities can be explained and predicted by …

What are higher-order networks?

C Bick, E Gross, HA Harrington, MT Schaub - SIAM Review, 2023 - SIAM
Network-based modeling of complex systems and data using the language of graphs has
become an essential topic across a range of different disciplines. Arguably, this graph-based …

A survey on hypergraph representation learning

A Antelmi, G Cordasco, M Polato, V Scarano… - ACM Computing …, 2023 - dl.acm.org
Hypergraphs have attracted increasing attention in recent years thanks to their flexibility in
naturally modeling a broad range of systems where high-order relationships exist among …

Open challenges for microbial network construction and analysis

K Faust - The ISME Journal, 2021 - academic.oup.com
Microbial network construction is a popular explorative data analysis technique in
microbiome research. Although a large number of microbial network construction tools has …

Microbiome interactions shape host fitness

AL Gould, V Zhang, L Lamberti… - Proceedings of the …, 2018 - National Acad Sciences
Gut bacteria can affect key aspects of host fitness, such as development, fecundity, and
lifespan, while the host, in turn, shapes the gut microbiome. However, it is unclear to what …

Simplicial closure and higher-order link prediction

AR Benson, R Abebe, MT Schaub… - Proceedings of the …, 2018 - National Acad Sciences
Networks provide a powerful formalism for modeling complex systems by using a model of
pairwise interactions. But much of the structure within these systems involves interactions …

Biodiversity increases and decreases ecosystem stability

F Pennekamp, M Pontarp, A Tabi, F Altermatt, R Alther… - Nature, 2018 - nature.com
Losses and gains in species diversity affect ecological stability,,,,,–and the sustainability of
ecosystem functions and services,,,,–. Experiments and models have revealed positive …