Patch-Based Deep Kernel Learning for Data Assimilation and Bias Correction with Extremely Sparse Observations.

arXiv:2610.41596v1 Announce Type: new Abstract: Data Assimilation (DA) reconstructs the state of a spatio-temporal system by combining sensor observations with the output of a numerical model. Since model states are high-dimensional while observations cover on