Project Grant 2247677

Award Date 8/15/23
Completion Date 7/31/26
Dollars Obligated $348K
Federal Grant Program
47.050
Assistance Type
Project Grant
Place of Performance
Los Angeles, CA 90024, USA
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The University of California, Los Angeles (UCLA) will lead this 3-year project, which aims to enhance the performance of global magnetosphere MHD models used for space weather prediction by deriving new parameterizations for subgrid-scale physics. The researchers will use high-resolution GAMERA model simulations as reference data to train machine learning and stochastic models that capture the effect of unresolved small-scale processes on large-scale magnetosphere dynamics. The developed techniques are expected to broadly benefit the modeling and prediction of complex, high-dimensional dynamical systems in other scientific and engineering domains beyond space physics.

No sub-awards are planned under this grant.

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