Sparsifying Priors for Bayesian Uncertainty Quantification in Model Discovery

Seth M. Hirsh, David A. Barajas-Solano, J. Nathan Kutz

We propose a probabilistic model discovery method for identifying ordinary differential equations (ODEs) governing the dynamics of observed multivariate data. Our method is based o…