Содержание
- 2. https://www.reddirtreport.com A map of world oil reserves, 2013. World hydrocarbon resources
- 3. well correlation 3d model frame 3d physical model [Thenin, Larson, 2014] hydrodynamic simulation
- 4. Machine Learning in Oil & Gas Asset Optimization Reservoir Management Exploration Drilling, Well Logging Production Image
- 5. Laboratory on Machine Learning in Oil & Gas Industry Partnership Research and Innovation Projects: applied projects
- 6. Interpretation
- 7. Fault Detection 0 Image Recognition (CNN) Generative Models GAN, VAE, Bayesian
- 8. Fault detection in slices Fault surface construction Fault Detection 1 Image Recognition (CNN) Generative Models GAN,
- 9. Well logging www.saltworkconsultants.com sanuja.com infolupki.pgi.gov.pl
- 10. Petrophysical model Convert well logs to petrophysical models http://wallace-international.com/ Image Recognition (CNN) Generative Models GAN, VAE,
- 11. Lithological model [Hall, 2016] Convert well logs to rock types Image Recognition (CNN) Generative Models GAN,
- 12. Well Correlation Image Recognition (CNN) Generative Models GAN, VAE, Bayesian
- 13. Production
- 14. Production 0 Physical Systems (explicit PDE) Production Modelling using Proxy Models. History matching of physical Proxy
- 16. Examples. Monthly well production.
- 17. Production 1 Physical Systems (explicit PDE) Production Modelling using Proxy Models. History matching of physical Proxy
- 18. Production 2 Physical Systems (learn from simulator) Production Modelling using simulator. History matching of simulator models
- 19. Production 3 Physical Systems (explicit PDE) Optimization of production using simulator with uncertainty. Generative Models (GAN,
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