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Machine Learning Applications in Subsurface Energy Resource Management PDF free download 2023

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Machine Learning Applications in Subsurface Energy Resource Management State of the Art and Future Prognosis 1st Edition by Srikanta Mishra (Editor) PDF free download 2023

Dr. Srikanta Mishra is Senior Research Leader and Technical Director for Geo-energy Resource Modeling and Analytics at Battelle Memorial Institute, the world’s largest independent contract R&D organization.

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Machine Learning Applications in subsurface energy resource management

  • Publisher ‏ : ‎ CRC Press; 1st edition (December 27, 2022)
  • Language ‏ : ‎ English
  • Hardcover ‏ : ‎ 378 pages
  • ISBN-10 ‏ : ‎ 1032074523
  • ISBN-13 ‏ : ‎ 978-1032074528

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The utilization of machine learning (ML) techniques to understand hidden patterns and build data-driven predictive models from complex multivariate datasets is rapidly increasing in many applied science and engineering disciplines, including geo-energy. Motivated by these developments, Machine Learning Applications in Subsurface Energy Resource Management presents a current snapshot of the state of the art and future outlook for ML applications to manage subsurface energy resources (e.g., oil and gas, geologic carbon sequestration, and geothermal energy).

  • Covers ML applications across multiple application domains (reservoir characterization, drilling, production, reservoir modeling, and predictive maintenance)
  • Offers a variety of perspectives from authors representing operating companies, universities, and research organizations
  • Provides an array of case studies illustrating the latest applications of several ML techniques
  • Includes a literature review and future outlook for each application domain

This book is targeted at practicing petroleum engineers or geoscientists interested in developing a broad understanding of ML applications across several subsurface domains. It is also aimed as a supplementary reading for graduate-level courses and will also appeal to professionals and researchers working with hydrogeology and nuclear waste disposal.

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Machine Learning Applications in Subsurface Energy Resource Management State of the Art and Future Prognosis 1st Edition by Srikanta Mishra

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