Search Results for author: Ivo Pasmans

Found 1 papers, 0 papers with code

Accurate deep learning-based filtering for chaotic dynamics by identifying instabilities without an ensemble

no code implementations8 Aug 2024 Marc Bocquet, Alban Farchi, Tobias S. Finn, Charlotte Durand, Sibo Cheng, Yumeng Chen, Ivo Pasmans, Alberto Carrassi

The focus is on learning the analysis step of sequential DA, from state trajectories and their observations, using a simple residual convolutional neural network, while assuming the dynamics to be known.

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