AI RESEARCH
Knowledge-Informed Kernel State Reconstruction from Heterogeneous Partial Observations
arXiv CS.LG
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ArXi:2601.22328v2 Announce Type: replace Real-world scientific systems are rarely observed through complete, regularly sampled state trajectories. Instead, measurements are often partial, noisy, and heterogeneous, providing fragmented views of latent dynamical states. We