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

Emanuele Mele, Angelo Coluccia, Massimo Cafaro +2

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-dimensi…