A Bayesian Approach for Data-Driven Dynamic Equation Discovery

Joshua S. North, Christopher K. Wikle, Erin M. Schliep

2022Journal of Agricultural Biological and Environmental Statistics20 citationsDOI

Topics & Concepts

Dynamical systems theoryNonlinear systemComputer scienceBayesian probabilitySystem dynamicsDifferential equationUncertainty quantificationComplex systemApplied mathematicsMathematicsMachine learningArtificial intelligencePhysicsMathematical analysisQuantum mechanicsModel Reduction and Neural NetworksGaussian Processes and Bayesian InferenceControl Systems and Identification