Machine Learning Applications in Subsurface Energy Resource Management

Covers ML applications across multiple application domains (reservoir characterization, drilling, production, reservoir modeling, preventative maintenance, and text mining)
Details the emerging area of unstructured (text and image) data analysis applied across these multiple domains
Offers multiple perspectives from authors representing operating companies, universities, and research organizations
Provides an array of case studies illustrating the latest application of multiple ML techniques in each application domain
Includes a literature review of each state-of-art application domain