Control-theoretic optimization on heterogeneous contact networks shows that time-dependent targeting of high-degree nodes first delays outbreaks more effectively than uniform or RL-based allocation, especially on scale-free networks.
Global convergence of COVID-19 basic reproduction number and esti mation from early-time SIR dynamics
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Controlling epidemics through optimal allocation of test kits and vaccine doses across networks
Control-theoretic optimization on heterogeneous contact networks shows that time-dependent targeting of high-degree nodes first delays outbreaks more effectively than uniform or RL-based allocation, especially on scale-free networks.