A Deep Ensemble Transformer Model for Global Ionosphere Prediction and Uncertainty Quantification
Accurate global ionospheric forecasting is important for various purposes, from geophysical research to practical applications, including real-time precise positioning and navigation. Existing studies primarily focus solely on deterministic prediction
Authors
- Benedikt S. Soja (ORCID: https://orcid.org/0000-0002-7010-2147)
- Junyang Gou (ORCID: https://orcid.org/0000-0002-7599-0577)
- Shuyin Mao
Institutions
- ETH Zurich (CH)
- Institute of Geodesy and Cartography (PL)
Publication Details
- Published
- 2025-09-29
- DOI
- https://doi.org/10.22541/essoar.175917070.04346047/v1
- Primary Topic
- Earthquake Detection and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Aeronautics and Space Administration
- Eidgenössische Technische Hochschule Zürich
- China Scholarship Council