Search Results - "Rozdeba, P. J"

Improved variational methods in statistical data assimilation by Ye, J., Kadakia, N., Rozdeba, P. J., Abarbanel, H. D. I., Quinn, J. C.

“…Data assimilation transfers information from an observed system to a physically based model system with state variables x(t). The observations are typically…”
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Machine Learning as Statistical Data Assimilation by Abarbanel, H. D. I, Rozdeba, P. J, Shirman, S

“…We identify a strong equivalence between neural network based machine learning (ML) methods and the formulation of statistical data assimilation (DA), known to…”
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