Home » Authors » Christian Donner, Michele Cattaneo, Maxim Samarin, Francesco Zanetta, Icíar Lloréns Jover, Gabriela Aznar Siguan, Michele Volpi

Christian Donner, Michele Cattaneo, Maxim Samarin, Francesco Zanetta, Icíar Lloréns Jover, Gabriela Aznar Siguan, Michele Volpi

Public reference bibliography and cataloged PDF materials authored or published by Christian Donner, Michele Cattaneo, Maxim Samarin, Francesco Zanetta, Icíar Lloréns Jover, Gabriela Aznar Siguan, Michele Volpi.

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Observation Assimilation Transformer: Probabilistic Weather Analysis from Sparse Station Observations

Year: 2026 • Source: arxiv.org • Listed PDF

We present the Observation Assimilation Transformer (OAT), a geometry-aware neural process that corrects and refines a prior numerical weather prediction (NWP) field into a high-resolution posterior field by assimilating...