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Fundamental Dynamical Units

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04:00

2026-09-14

arxiv.org

machine-learning

Fundamental Dynamical Units for Physics-Informed Structural Inference from Perturbation Time-Series in Networked Systems

Researchers introduced Fundamental Dynamical Units (FDUs), signed three-node interaction patterns, as composable primitives for recovering interaction structure from perturbation time-series data in n…

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arXiv:2609.11934v1 1 physics-informed neural ordinary differential equation 1

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machine learning 1 ai research 1 neural networks 1