S-PINN: Stabilized physics-informed neural networks for alleviating barriers between multi-level co-optimization
Tengmao Yang, Zhihao Qian, N. T. V. Hang, Moubin Liu
Topics & Concepts
PointwiseInterpretabilityArtificial neural networkComputer sciencePartial differential equationStability (learning theory)Mathematical optimizationConservation lawFunction (biology)Collocation (remote sensing)CompressibilityKernel (algebra)MathematicsCollocation methodApplied mathematicsPath (computing)ScalabilityAlgorithmPoint (geometry)Topology (electrical circuits)Network topologyArtificial intelligenceDisjoint setsCluster analysisDifferential equationFunction approximationPredictabilityNumerical integrationFrame (networking)Model Reduction and Neural NetworksImage Processing Techniques and ApplicationsIterative Learning Control Systems