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

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Authors: Muhammad Uzair Ali, Ning Wei, He Changxingyue, Keyao Lin, Wendong Wang, Muhsan Ehsan, Ren Jiang, Wakeel Hussain, Umar Ashraf

DOI: 10.1016/j.jgsce.2025.205831

Cited by: 3

References: 48

Fields of Study & Subjects

Seismic Imaging and Inversion Techniques Hydrocarbon exploration and reservoir analysis Reservoir Engineering and Simulation Methods

References 48