Litcius/Paper detail

Robust modeling of unknown dynamical systems via ensemble averaged learning

Victor Churchill, Steve Manns, Zhe Chen, Dongbin Xiu

2022Journal of Computational Physics11 citationsDOI

Topics & Concepts

GeneralizationHyperparameterComputer scienceVariance (accounting)Artificial neural networkGeneralization errorRandomnessTruncation errorTruncation (statistics)Artificial intelligenceAlgorithmMathematicsMachine learningApplied mathematicsStatisticsAccountingBusinessMathematical analysisModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignNeural Networks and Applications