Deep Learning Aided Laplace Based Bayesian Inference for Epidemiological Systems

Wai Meng Kwok, Sarat Chandra Dass, George Streftaris

Parameter estimation and associated uncertainty quantification is an important problem in dynamical systems characterized by ordinary differential equation (ODE) models that are of…