TY  - BOOK
AU  - Mohaghegh,Shahab D.
TI  - Data-driven reservoir modeling: top-down modeling (TDM) : a paradigm shift in reservoir modeling, the art and science of building reservoir models based on field measurements 
SN  - 978161399560
AV  - TN870.53 .M64 2017
PY  - 2017///
CY  - Richardson, Texas
PB  - Society of Petroleum Engineers
KW  - Petroleum engineering
KW  - Neural networks (Computer science)
KW  - Data mining
KW  - fast
N1  - Includes bibliographical references and index; Introduction -- Data-driven problem solving -- Reservoir modeling -- Data-driven technologies -- Pitfalls of using machine learning in reservoir modeling -- Fact-based reservoir management -- Top-down modeling --  The spatio-temporal database -- History matching the top-down model -- Post-modeling analysis of the top-down model -- Examples and case studies -- Limitations of data-driven reservoir modeling -- The future of data-driven reservoir modeling
ER  -