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Structure-Aware Spatial Kernels for Gaussian Process Distributed Port-Hamiltonian Systems

Gaussian process distributed port-Hamiltonian systems (GP-dPHS) enable data-driven modeling of distributed dynamical systems while preserving their physical structure.

By Tianyi Yang, Thomas BeckersarXiv cs.LG

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Originally published by arXiv cs.LG on Oct 19, 2026.

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