Using a Langevin field theory on networks, the authors claim pairwise mechanisms are formally equivalent to higher-order contagion, pairwise terms dominate at coarse scales, and spectral dimension controls the phase transition.
Scheffer,Critical transitions in nature and society (Princeton University Press, Princeton, 2020)
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Higher-order contagion processes in 3.99 dimensions
Using a Langevin field theory on networks, the authors claim pairwise mechanisms are formally equivalent to higher-order contagion, pairwise terms dominate at coarse scales, and spectral dimension controls the phase transition.