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06/09/2022
Deep learning-enhanced ensemble-based data assimilation for high-dimensional nonlinear dynamical systems
Data assimilation (DA) is a key component of many forecasting models in ...
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05/09/2022
Long-term stability and generalization of observationally-constrained stochastic data-driven models for geophysical turbulence
Recent years have seen a surge in interest in building deep learning-bas...
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07/26/2019
