Artificial Intelligence for Subsurface Characterization and Monitoring

Part I: Deep Learning for Data Enrichment
1. Rejuvenating legacy data by digitizing raster logs
2. Information extraction from unstructured well reports

Part II: Deep learning Applied to Well Log Data
3. Well log data QC and processing: correction, outlier detection, and reconstruction
4. Automatic well marker picking
5. Automatic log interpretation

Part III: Deep learning Applied to Seismic Data
6. Intelligent processing for clearer seismic images
7. Seismic interpretation with improved quality and efficiency

Part IV: Deep learning for Data Integration
8. Automatic seismic-well tie
9. Rock property inversion and validation

Part V: Deep learning in Time Lapse Scenarios
10. Sparse data reconstruction for reducing the cost of 4D seismic data
11. Time-lapse seismic data repeatability enforcement
12. Direct property prediction from pre-migration seismic data

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• Indústria mineira
• Tecnologia do petróleo

Deep learning; Energy; Seismic; Well log; Subsurface; Enrichment; Processing; Interpretation; Modeling; Monitoring