Bayesian equation selection on sparse data for discovery of stochastic dynamical systems

Kushagra Gupta, Dootika Vats, Snigdhansu Chatterjee

Often the underlying system of differential equations driving a stochastic dynamical system is assumed to be known, with inference conditioned on this assumption. We present a Baye…