This lecture by the instructor covers the analysis of nonlinear partial differential equation (PDE) models with stochastic fractional perturbation. The content includes identifying regularity, exploring regular and rough cases, and interpreting space-time fractional noise. The lecture delves into the solutions of PDE models with explicit examples and discusses well-posedness results in both regular and rough cases.