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A physics-informed deep learning approach for 3D acoustic impedance estimation from seismic data: application to an offshore field in the Southwest Iran

Crossref DOI link: https://doi.org/10.1038/s41598-025-23611-w

Published Online: 2025-11-13

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

Authors

Ghiasvand, Arash https://orcid.org/0009-0003-7991-6790
Javaherian, Abdolrahim https://orcid.org/0000-0003-1574-7062
Amirmazlaghani, Maryam https://orcid.org/0000-0001-5956-3797
Saberi, Mohammad Reza https://orcid.org/0000-0003-3929-6657
Mahdavi Basir, Hadi https://orcid.org/0009-0004-3480-0097
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Text and Data Mining valid from 2025-11-13

Version of Record valid from 2025-11-13
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Article History

Received: 2 July 2025

Accepted: 8 October 2025

First Online: 13 November 2025

Declarations

:

: The authors declare no competing interests.