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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.

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Title: A physics-informed deep learning approach for 3D acoustic impedance estimation from seismic data: application to an offshore field in the Southwest Iran.
Authors: Ghiasvand, Arash1 (AUTHOR), Javaherian, Abdolrahim1 (AUTHOR) javaherian@aut.ac.ir, Amirmazlaghani, Maryam2 (AUTHOR), Saberi, Mohammad Reza3 (AUTHOR), Mahdavi Basir, Hadi1 (AUTHOR)
Source: Scientific Reports. 11/13/2025, Vol. 15 Issue 1, p1-23. 23p.
Database: Academic Search Ultimate
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  Data: A physics-informed deep learning approach for 3D acoustic impedance estimation from seismic data: application to an offshore field in the Southwest Iran.
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  Data: <searchLink fieldCode="AR" term="%22Ghiasvand%2C+Arash%22">Ghiasvand, Arash</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Javaherian%2C+Abdolrahim%22">Javaherian, Abdolrahim</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> javaherian@aut.ac.ir</i><br /><searchLink fieldCode="AR" term="%22Amirmazlaghani%2C+Maryam%22">Amirmazlaghani, Maryam</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Saberi%2C+Mohammad+Reza%22">Saberi, Mohammad Reza</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Mahdavi+Basir%2C+Hadi%22">Mahdavi Basir, Hadi</searchLink><relatesTo>1</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 11/13/2025, Vol. 15 Issue 1, p1-23. 23p.
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        Value: 10.1038/s41598-025-23611-w
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      – TitleFull: A physics-informed deep learning approach for 3D acoustic impedance estimation from seismic data: application to an offshore field in the Southwest Iran.
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              Text: 11/13/2025
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