openalexZenodo (CERN European Organization for Nuclear Research)2026-07-24
AI-Powered Fault Detection and Interpretation: From Neural Networks to Ready-to-Use Fault Surfaces
Alexander Shcherbina, Petr Popov, Ruslan Peisakhov, Yulia Sherman, Alex Berkovich
We present a comprehensive automated solution for 3D seismic fault detection and interpretation that combines deep learning with advanced geometric post-processing. The method integrates a 3D U-Net neural network trained on synthetic data with normalized distance function targets…