2 papers
stat.ME2022
Dynamic Bayesian Learning for Spatiotemporal Mechanistic Models
Sudipto Banerjee, Xiang Chen, Ian Frankenburg +1
We develop an approach for Bayesian learning of spatiotemporal dynamical mechanistic models. Such learning consists of statistical emulation of the mechanistic system that can effi…
stat.AP2021
A Compartment Model of Human Mobility and Early Covid-19 Dynamics in NYC
Ian Frankenburg, Sudipto Banerjee
In this paper, we build a mechanistic system to understand the relation between a reduction in human mobility and Covid-19 spread dynamics within New York City. To this end, we pro…