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Science Talk - August 17, 2022 1:10 PM Mountain Time (US and Canada)

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Science Talk - Apr 13, 2022 01:15 PM Mountain Time

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Computational Modeling for 3D Data Reconstruction of Solar Coronal Magnetic Fields

Nat Mathews / NASA GSFC

March 2, 2022, 3:30pm Eastern US Time

Abstract: The solar corona supports a variety of magnetic structures that constitute major drivers of space weather. Such a rope of magnetic field can twist and break to launch the plasma locked inside it in a Coronal Mass Ejection. The analysis and prediction of events of this nature is a major goal of the heliophysics community, and reconstructing the current state of the coronal magnetic field is a central component.

Determining the shape and structure of the magnetic fields arcing through the solar corona is a form of nonlinear inverse problem. The goal of this work is to provide a solid foundation for the construction of coronal inversion frameworks. First, a full working version of such an inverse framework is presented. For a variety of reasons, the parameterized forward model is deemed the component of this full inverse model most needing improvement. Subsequent work lays out a brand new methodology for computation of the forward model. The result is a construction that addresses many of the traditional issues around coronal field modeling. Future work extending the approach with Physics-Informed Neural Nets is discussed.

Bio: Nat Mathews recently completed their PhD in applied mathematics with a focus on coronal physics at CU Boulder, advised by Natasha Flyer and Sarah Gibson. They are now a postdoctoral fellow at NASA Goddard.

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Science Talk - 2022-01-12

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Science Talk - 2021-11-03

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