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A message-passing approach to epidemic tracing and mitigation with apps
With the hit of new pandemic threats, scientific frameworks are needed to understand the unfolding of the epidemic. The use of mobile apps that are able to trace contacts is of utmost importance in order to control new ...
Higher-order percolation processes on multiplex hypergraphs
(American Physical Society, 2021-09-15)
Higher-order interactions are increasingly recognised as a fundamental aspect of complex systems ranging from the brain to social contact networks. Hypergraphs as well as simplicial complexes capture the higher-order ...
Universal nonlinear infection kernel from heterogeneous exposure on higher-order networks
(American Physical Society, 2021)
The colocation of individuals in different environments is an important prerequisite for exposure to infectious diseases on a social network. Standard epidemic models fail to capture the potential complexity of this scenario ...
Non-parametric learning critical behavior in Ising partition functions: PCA entropy and intrinsic dimension
(SciPost Foundation, 2023-11-13)
We provide and critically analyze a framework to learn critical behavior in classical partition functions through the application of non-parametric methods to data sets of thermal configurations. We illustrate our approach ...
Non-parametric learning critical behavior in Ising partition functions: PCA entropy and intrinsic dimension
(Scipost, 2023-10-16)
We provide and critically analyze a framework to learn critical behavior in classical partition functions through the application of non-parametric methods to data sets of thermal configurations. We illustrate our approach ...