Articles with "dynamics graph" as a keyword



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Cloud-assisted Distributed Nonlinear Optimal Control for Dynamics over Graph

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Published in 2018 at "IFAC-PapersOnLine"

DOI: 10.1016/j.ifacol.2018.12.062

Abstract: Abstract Dynamics over graph are large-scale systems in which the dynamic coupling among subsystems is modeled by a graph. Examples arise in spatially distributed systems (as discretized PDEs), multi-agent control systems or social dynamics. In… read more here.

Keywords: assisted distributed; control; cloud assisted; dynamics graph ... See more keywords
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Learning self-driven collective dynamics with graph networks

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Published in 2022 at "Scientific Reports"

DOI: 10.1038/s41598-021-04456-5

Abstract: Despite decades of theoretical research, the nature of the self-driven collective motion remains indigestible and controversial, while the phase transition process of its dynamic is a major research issue. Recent methods propose to infer the… read more here.

Keywords: self driven; learning self; graph networks; driven collective ... See more keywords