一种基于物理的深度学习方法,用于从地震数据中进行3D声阻估计:应用于伊朗西南部的一个离岸场

Arash Ghiasvand1, Abdolrahim Javaherian2, Maryam Amirmazlaghani3

  • 1Department of Petroleum and Geoenergy Engineering, Amirkabir University of Technology, No. 350, Hafez Ave., Tehran, 1591633411, Islamic Republic of Iran.

Scientific reports
|November 13, 2025
PubMed
概括

本研究介绍了一种混合的地震逆转方法,使用基于物理的伪井和深度神经网络来准确地绘制3D声阻抗. 这种方法提高了数据有限的海上环境中的水库特征.

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