Error estimates for deep learning methods in fluid dynamics
Animikh Biswas, Jing Tian, Süleyman Ulusoy
Topics & Concepts
MathematicsPartial differential equationStability (learning theory)CompressibilityApplied mathematicsError analysisArtificial neural networkFunction (biology)Numerical analysisDeep learningFunction approximationNumerical stabilityApproximation errorDynamics (music)Mathematical analysisArtificial intelligenceComputer scienceMachine learningMechanicsBiologyEvolutionary biologyPhysicsAcousticsModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsReservoir Engineering and Simulation Methods