Litcius/Paper detail

Learning about structural errors in models of complex dynamical systems

Jinlong Wu, Matthew E. Levine, Tapio Schneider, Andrew M. Stuart

2024Journal of Computational Physics19 citationsDOI

Topics & Concepts

Computer scienceData assimilationClosure (psychology)Dynamical systems theoryDomain (mathematical analysis)ObservableErrors-in-variables modelsDegrees of freedom (physics and chemistry)AlgorithmMachine learningMathematicsMathematical analysisEconomicsMarket economyMeteorologyPhysicsQuantum mechanicsModel Reduction and Neural NetworksMeteorological Phenomena and SimulationsGaussian Processes and Bayesian Inference