Synergistic learning with multi-task DeepONet for efficient PDE problem solving
Varun Kumar, Somdatta Goswami, Katiana Kontolati, Michael D. Shields, George Em Karniadakis
Topics & Concepts
Computer scienceMulti-task learningOverfittingPartial differential equationArtificial intelligenceTransfer of learningParameterized complexityLeverage (statistics)Context (archaeology)Machine learningArtificial neural networkGeneralizationTheoretical computer scienceTask (project management)AlgorithmMathematicsPaleontologyMathematical analysisBiologyEconomicsManagementModel Reduction and Neural NetworksDam Engineering and SafetyHydrological Forecasting Using AI