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20142018
most citedEfficient Construction of Local Parametric Reduced Order Models Using Machine Learning Techniques

12 citations · 20 across the 6 of their papers we have counts for

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math.NA2018

A Learning Based Approach for Uncertainty Analysis in Numerical Weather Prediction Models

Azam Moosavi, Vishwas Rao, Adrian Sandu

Complex numerical weather prediction models incorporate a variety of physical processes, each described by multiple alternative physical schemes with specific parameters. The selec…

stat.ME2018★ 4 cited

A Machine Learning Approach to Adaptive Covariance Localization

Azam Moosavi, Ahmed Attia, Adrian Sandu

Data assimilation plays a key role in large-scale atmospheric weather forecasting, where the state of the physical system is estimated from model outputs and observations, and is t…