G2.4

Forecasting the Ionosphere with Interpretable Transformer Networks

Daniel Alford-Lago, Naval Information Warfare Center Pacific, United States; Chris Curtis, San Diego State University, United States; Alex Ihler, University of California Irvine, United States
Session:
G2: Ionospheric Radio and Propagation Lecture
Track:
Commission G: Ionospheric Radio and Propagation
Location:
Room 200
Presentation Time:
Wed, 10 Jan, 11:20 - 11:40 MST (UTC -7)
Session Co-Chairs:
Charles Rino, Boston College and Sam Shidler, The University of Texas at Austin
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Presentation
Discussion
Resources
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Session G2
G2.1: TEC Structure Diagnostics
Charles Rino, Charles Carrano, Keith Groves, Boston College, United States; Romina Nikoukir, Johns Hopkins University, United States
G2.2: Magnetic Anomalies Potentially Attributed to Perseid Bolide Reentry
Mickey Batson, Laboratory for Telecommunication Sciences, United States; Nicholas Donnangelo, Blaine Talbut, MITRE Corporation, United States
G2.3: Swarm-E GPS Observations of the Polar Cap Ionosphere
Christopher Watson, Richard Langely, University of New Brunswick, Canada; Andrew Howarth, Andrew Yau, University of Calgary, Canada
G2.4: Forecasting the Ionosphere with Interpretable Transformer Networks
Daniel Alford-Lago, Naval Information Warfare Center Pacific, United States; Chris Curtis, San Diego State University, United States; Alex Ihler, University of California Irvine, United States
G2.5: Generation of Super Low Frequency Signals at the HAARP Facility for Long Range Propagation
Ryan Eskola, Mark Golkowski, University of Colorado Denver, United States
Contacts