MPG-NODEs identify power system dynamics more flexibly than standard neural ODEs by using graph message passing, enabling transfer learning for adding or removing lines and units.
PIDGeuN: Graph Neural Network-Enabled Transient Dynamics Prediction of Networked Microgrids Through Full-Field Measurement
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Graph Neural Ordinary Differential Equations for Power System Identification
MPG-NODEs identify power system dynamics more flexibly than standard neural ODEs by using graph message passing, enabling transfer learning for adding or removing lines and units.