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20222024
most citedPIDGeuN: Graph Neural Network-Enabled Transient Dynamics Prediction of Networked Microgrids Through Full-Field Measurement

4 citations · 6 across the 4 of their papers we have counts for

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2 papers · 1 filter

eess.SY2024★ 1 cited

Learning Networked Dynamical System Models with Weak Form and Graph Neural Networks

Yin Yu, Daning Huang, Seho Park +1

This paper presents a sequence of two approaches for the data-driven control-oriented modeling of networked systems, i.e., the systems that involve many interacting dynamical compo…

math.NA2024★ 1 cited

Learning Coarse-Grained Dynamics on Graph

Yin Yu, John Harlim, Daning Huang +1

We consider a Graph Neural Network (GNN) non-Markovian modeling framework to identify coarse-grained dynamical systems on graphs. Our main idea is to systematically determine the G…