Prediction of the Dst Index Using Physics-Informed Neural Networks

Tsuyoshi Nishino

Presentation information

[E] Oral

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

[P-EM13] P-EM13 [E] Space Weather and Space Climate (Ryuho Kataoka)

Wed. May 27, 2026 3:30 PM - 5:00 PM Exhibition Hall Special Setting (2) (Exhibition Hall 7&8, Makuhari Messe)

Chairperson:Kataoka Ryuho(Okinawa Institute of Science and Technology), Bamba Yumi(National Institute of Information and Communications Technology)

4:15 PM - 4:30 PM

[PEM13-34] Prediction of the Dst Index Using Physics-Informed Neural Networks

*Tsuyoshi Nishino¹, Yoshizumi Miyoshi¹, Yuta Kato^1,2, Naho Fujita², Chihiro Mitsuda^1,2 (1. Institute for Space-Earth Environmental Research, Nagoya University, 2. Space Data Frontiers Research Center, Fujitsu Limited)

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