31 citations · 170 across the 19 of their papers we have counts for
4 papers · 1 filter
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…
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…
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…
Epidemic reproduction numbers in spatial networks
Zahra Ghadiri, Jari Saramäki, Takayuki Hiraoka
The basic and effective reproduction numbers are widely used metrics for characterizing the dynamics of infectious disease epidemics. However, the interpretation of these numbers i…