A sparse Bayesian framework for discovering interpretable nonlinear stochastic dynamical systems with Gaussian white noise
Tapas Tripura, Souvik Chakraborty
Topics & Concepts
Nonlinear systemWhite noiseRobustness (evolution)Dynamical systems theoryBayesian probabilityGaussianBayes' theoremUncertainty quantificationGaussian processComputer scienceStochastic differential equationAlgorithmArtificial intelligenceMathematicsApplied mathematicsMachine learningPhysicsStatisticsQuantum mechanicsGeneChemistryBiochemistryModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignGaussian Processes and Bayesian Inference