31 citations · 170 across the 19 of their papers we have counts for
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physics.soc-ph2026
Disentangling epidemics and percolation
Takayuki Hiraoka, Jari Saramäki
Non-recurrent epidemics on complex networks, such as the paradigmatic susceptible-infected-recovered (SIR) model, are often studied by mapping the model to bond percolation. Howeve…
physics.soc-ph2026
Coevolution of epidemic dynamics and network topology driven by disease fatality and waning immunity
ThankGod I. S. Ikpe, Takayuki Hiraoka, Naoya Fujiwara
Epidemics on complex networks have been shown to exhibit dynamics that are strongly influenced by the topology of the network. However, it remains unclear how the topology of the n…
physics.soc-ph2026
Message passing and cyclicity transition
Takayuki Hiraoka
Message passing, also known as belief propagation, is a versatile framework for analyzing models defined on graphs. Its most prototypical application is percolation; yet, the inter…