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Smart proxy modeling : artificial intelligence and machine learning in numerical simulation / Shahab D. Mohaghegh.
- Format:
- Book
- Author/Creator:
- Mohaghegh, Shahab D., author.
- Language:
- English
- Subjects (All):
- Engineering models--Data processing.
- Engineering models.
- Engineering--Data processing.
- Engineering.
- Computer simulation.
- Mathematical models.
- Artificial intelligence.
- Machine learning.
- Numerical analysis.
- Physical Description:
- 1 online resource : illustrations
- Edition:
- First edition.
- Place of Publication:
- Boca Raton, FL : CRC Press, 2023.
- Biography/History:
- Shahab D. Mohaghegh, a pioneer in the application of Artificial Intelligence and Machine Learning in the Exploration and Production industry, is Professor of Petroleum and Natural Gas Engineering at West Virginia University (WVU) and the president and CEO of Intelligent Solutions, Inc. (ISI). He is the director of WVU-LEADS (Laboratory for Engineering Application of Data Science). Including more than 30 years of research and development in the petroleum engineering application of Artificial Intelligence and Machine Learning, he has authored three books (Shale Analytics - Data Driven Reservoir Modeling - Application of Data-Driven Analytics for the Geological Storage of CO2), more than 230 technical papers and carried out more than 60 projects for independents, NOCs and IOCs. He is a SPE Distinguished Lecturer (2007 and 2020) and has been featured four times as the Distinguished Author in SPE's Journal of Petroleum Technology (JPT 2000 and 2005). He is the founder of SPE's Technical Section dedicated to AI and machine learning (Petroleum Data-Driven Analytics, 2011). He has been honored by the U.S. Secretary of Energy for his AI-based technical contribution in the aftermath of the Deepwater Horizon (Macondo) incident in the Gulf of Mexico (2011) and was a member of U.S. Secretary of Energy's Technical Advisory Committee on Unconventional Resources in two administrations (2008-2014). He represented the United States in the International Standard Organization (ISO) on Carbon Capture and Storage technical committee (2014-2016).
- Notes:
- Includes bibliographical references and index.
- Electronic reproduction. London Available via World Wide Web.
- Description based on online resource; title from digital title page (viewed on November 08, 2022).
- Other Format:
- Print version: Mohaghegh, Shahab D. Smart proxy modeling.
- ISBN:
- 9781000755190
- 1000755193
- 9781003242581
- 1003242588
- 9781000754926
- 1000754928
- Publisher Number:
- 99993430186
- Access Restriction:
- Restricted for use by site license.
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