Rapid Bayesian identification of sparse nonlinear dynamics from scarce and noisy data

Lloyd Fung, Urban Fasel, Matthew P. Juniper

We propose a fast probabilistic framework for identifying differential equations governing the dynamics of observed data. We recast the SINDy method within a Bayesian framework and…