JpGU-AGU Joint Meeting 2026

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[E] Oral

P (Space and Planetary Sciences ) » P-EM Solar-Terrestrial Sciences, Space Electromagnetism & Space Environment

[P-EM18] Dynamics of Magnetosphere and Ionosphere

Thu. May 28, 2026 3:30 PM - 5:00 PM 304 (International Conference Hall, Makuhari Messe)

Chairperson:Yamakawa Tomotsugu(Institute for Space-Earth Environmental Research, Nagoya University), Saito Koseki(Department of Geophysics, Graduate School of Science, Tohoku University), Hori Tomoaki(Institute for Space-Earth Environmental Research, Nagoya University)

3:30 PM - 3:45 PM

[PEM18-17] Reconstruction of two-dimensional MHD and Hall MHD equilibria in space using physics-informed neural networks

*Hiroshi Hasegawa1, Eunjin Choi2, Kyoung-Joo Hwang2, Kyunghwan Dokgo2 (1. Institute of Space and Astronautical Science, JAXA, 2. Southwest Research Institute)

Keywords:magnetic reconnection, Physics-Informed Neural Networks, in-situ measurements, magnetohydrodynamic equilibrium