CEDAR email: MLGEM session at the mini-GEM workshop

Wed Dec 4 21:18:25 MST 2024

Dear Colleagues,

The Machine Learning based Geospace Environment Modeling (MLGEM) session is scheduled for 3:30-5:00pm on Sunday, December 8, during the mini-GEM workshop.  We will present AI model results of various heliophysics systems for selected challenge storms (see below) and discuss strategies to integrate these models into an Artificial Intelligence Modeling Framework for Advancing Heliophysics Research (AIMFAHR).

CHALLENGE STORM LIST:

  1.  January 4, 2023 (minimum Sym-H :-74nT at 09:04UT)
  2.  May 6, 2023 (minimum Sym-H : -108 nT at 05:11 UT)
  3.  May 11, 2024 (minimum Sym-H : -518nT at 02:14 UT)

SESSION DETAILS:
  Location: Rock Creek Salon B, the Westin Washington, D.C. Downtown (999 9th St NW, Washington D.C., 20001)
  Virtual Meeting Link: https://cua.zoom.us/j/81902025946
  Schedule (Sunday, December 8):

  1.  3:30 – 3:40pm: Bayane Michotte de Welle – Magnetopause Reconnection Lines and Polar Cap Potentials
  2.  3:40 – 3:50pm: Gonzalo Cucho-Padin – Cusp
  3.  3:50 – 4:00pm: Mikhail Sitnov – Inner Magnetosphere Magnetic fields and Currents
  4.  4:00 – 4:10pm: Brianna Isolar – Inner Magnetosphere Electric Fields
  5.  4:10 – 4:20pm: Valluri Sai Gowtam – Global Aurora Precipitation
  6.  4:20 – 4:30pm: Jubyaid Uddin – Field-Aligned Currents and Ionospheric Potentials
  7.  4:30 – 4:40pm: Hongfan Chen – Geomagnetic Field Perturbation
  8.  4:40 – 5:00pm: Discussion on AIMFAHR
     *   Review of results and suggestions for future challenge-storm studies.
     *   Strategies for coupling AI models of different systems
     *   Usefulness of AI models trained with physics-based simulation results (surrogate models) in AIMFAHR.
     *   Open discussion on additional topics.

Best regards,
Hyunju Connor, Matt Argall, Xiangning Chu, Bashi Ferdousi, and Valluri Sai Gowtam.

Note - If you receive this email on nights and/or weekends, that doesn't mean I expect you to read it or reply at that time. Please read & reply when you can during whatever your working hours happen to be.

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Hyunju Kim Connor (she/her/hers)
Associate Chief on detail
Space Weather Laboratory, Code 674
NASA Goddard Space Flight Center
Rm. 236, Bldg. 21
8800 Greenbelt RD, Greenbelt, MD 20771, USA
Email     : Hyunju.k.connor at nasa.gov<mailto:Hyunju.k.connor at nasa.gov>
Tel.         : 301-286-7417
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