Bayesian inference of heterogeneous epidemic models: Application to COVID-19 spread accounting for long-term care facilities

Peng Chen, Keyi Wu, Omar Ghattas

We propose a high dimensional Bayesian inference framework for learning heterogeneous dynamics of a COVID-19 model, with a specific application to the dynamics and severity of COVI…