Explore the dynamics of epidemic models on large-scale networks in this 47-minute lecture presented by Oanh Nguyen from Brown University at IPAM's Statistical Mechanics Beyond 2D Workshop. Delve into popular epidemic models such as Susceptible-Infected-Recovered-Susceptible (SIRS), SIS, and SIR, with a focus on phase transitions of survival time in both deterministic and random graph structures. Gain insights into recent advancements and unresolved questions in the field of epidemiology on complex networks.