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most citedData-Driven Estimation of Failure Probabilities in Correlated Structure-Preserving Stochastic Power System Models

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math.DS2021

Efficient high-dimensional variational data assimilation with machine-learned reduced-order models

Romit Maulik, Vishwas Rao, Jiali Wang +6

Data assimilation (DA) in the geophysical sciences remains the cornerstone of robust forecasts from numerical models. Indeed, DA plays a crucial role in the quality of numerical we…