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stat.ML2021★ 1 cited
State-Of-The-Art Algorithms For Low-Rank Dynamic Mode Decomposition
Patrick Heas, Cedric Herzet
This technical note reviews sate-of-the-art algorithms for linear approximation of high-dimensional dynamical systems using low-rank dynamic mode decomposition (DMD). While repeati…
stat.ML2018
Sea surface temperature prediction and reconstruction using patch-level neural network representations
Said Ouala, Cedric Herzet, Ronan Fablet
The forecasting and reconstruction of ocean and atmosphere dynamics from satellite observation time series are key challenges. While model-driven representations remain the classic…