most citedOn spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regression

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stat.ME2020★ 61 cited

On spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regression

Rajdip Nayek, Ramon Fuentes, Keith Worden +1

This paper presents the use of spike-and-slab (SS) priors for discovering governing differential equations of motion of nonlinear structural dynamic systems. The problem of discove…