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Seismic Imaging and Inversion TechniquesHydrocarbon exploration and reservoir analysisReservoir Engineering and Simulation Methods

Advancing seismic facies analysis and reservoir characterization: A synthetic data-augmented CNN and transfer learning workflow integrated with real seismic data

Muhammad Ali, Ning Wei, He Changxingyue, Keyao Lin, Wendong Wang, M. Ehsan, Ren Jiang, Wakeel Hussain, U. Ashraf

2026.3.1Gas Science and Engineering

DOI: 10.1016/j.jgsce.2025.205831

Abstract

Abstract is not available.

Citation format

ALI, Muhammad, et al. Advancing seismic facies analysis and reservoir characterization: A synthetic data-augmented CNN and transfer learning workflow integrated with real seismic data. Gas Science and Engineering, 2026, 147: 205831.