On spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regression
Rajdip Nayek, R. Fuentes, Keith Worden, Elizabeth J. Cross
Topics & Concepts
Prior probabilitySpike (software development)Bayesian probabilityBayesian linear regressionNonlinear systemApplied mathematicsMathematicsNonlinear regressionComputer scienceBayesian inferenceStatisticsArtificial intelligencePattern recognition (psychology)Regression analysisPhysicsQuantum mechanicsSoftware engineeringModel Reduction and Neural NetworksControl Systems and IdentificationGaussian Processes and Bayesian Inference