SVD perspectives for augmenting DeepONet flexibility and interpretability
Simone Venturi, Tiernan Casey
Topics & Concepts
Singular value decompositionInterpretabilityComputer scienceGeneralizationProjection (relational algebra)Rank (graph theory)Flexibility (engineering)Artificial intelligenceBasis (linear algebra)Operator (biology)Artificial neural networkAlgorithmMachine learningTheoretical computer scienceMathematicsGeometryGeneMathematical analysisChemistryBiochemistryTranscription factorStatisticsRepressorCombinatoricsModel Reduction and Neural NetworksGaussian Processes and Bayesian Inference