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A physics-informed deep learning and probabilistic inference framework for real-time single-station earthquake detection and magnitude estimation

Crossref DOI link: https://doi.org/10.1007/s10518-026-02403-1

Published Online: 2026-02-20

Published Print: 2026-06

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Thapa, Sujal https://orcid.org/0009-0008-0342-3785
Rayat, Simar Singh https://orcid.org/0009-0006-7187-1198
Dahiya, Susheela https://orcid.org/0000-0003-0318-8427
Basnet, Raj https://orcid.org/0009-0008-6697-9510
Panwar, Anshul https://orcid.org/0009-0008-7494-3876
Verma, Akshat https://orcid.org/0009-0008-9500-5774
License Information

Text and Data Mining valid from 2026-02-20

Version of Record valid from 2026-02-20
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Article History

Received: 4 September 2025

Accepted: 10 February 2026

First Online: 20 February 2026

Declarations

:

: The authors have no relevant financial or non-financial interests to disclose.