Parsimony as the ultimate regularizer for physics-informed machine learning
J. Nathan Kutz, Steven L. Brunton
Topics & Concepts
Leverage (statistics)Artificial intelligenceExtrapolationMachine learningGeneralizationRepresentation (politics)Deep learningParametric statisticsComputer scienceContext (archaeology)Theoretical computer scienceAlgorithmMathematicsBiologyMathematical analysisPolitical scienceLawPaleontologyStatisticsPoliticsModel Reduction and Neural NetworksComputational Physics and Python ApplicationsProbabilistic and Robust Engineering Design