Accelerated Bayesian Inversion Using Parallel Tempering
Applying tMCMC resolves two major problems we post at the beginning. One is the local minima problem and the other is a model selection problem. However, the observation tells us an inadequate performance when sampling a complex model. The decreased sampl
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Qiuyang Shen · Jiefu Chen · Xuqing Wu · Yueqin Huang · Zhu Han
Statistical Inversion of Electromagnetic Logging Data
SpringerBriefs in Petroleum Geoscience & Engineering Series Editors Dorrik Stow, Institute of Petroleum Engineering, Heriot-Watt University, Edinburgh, UK Mark Bentley, AGR TRACS International Ltd, Aberdeen, UK Jebraeel Gholinezhad, School of Engineering, University of Portsmouth, Portsmouth, UK Lateef Akanji, Petroleum Engineering, University of Aberdeen, Aberdeen, UK Khalik Mohamad Sabil, School of Energy, Geoscience, Infrastructure and Society, Heriot-Watt University, Edinburgh, UK Susan Agar, Oil & Energy, Aramco Research Center, Houston, USA Kenichi Soga, Department of Civil and Environmental Engineering, University of California, Berkeley, USA A. A. Sulaimon, Department of Petroleum Engineering, Universiti Teknologi PETRONAS, Seri Iskandar, Malaysia
The SpringerBriefs series in Petroleum Geoscience & Engineering promotes and expedites the dissemination of substantive new research results, state-of-the-art subject reviews and tutorial overviews in the field of petroleum exploration, petroleum engineering and production technology. The subject focus is on upstream exploration and production, subsurface geoscience and engineering. These concise summaries (50-125 pages) will include cutting-edge research, analytical methods, advanced modelling techniques and practical applications. Coverage will extend to all theoretical and applied aspects of the field, including traditional drilling, shale-gas fracking, deepwater sedimentology, seismic exploration, pore-flow modelling and petroleum economics. Topics include but are not limited to: • • • • • • • • • • • • • • • • • • •
Petroleum Geology & Geophysics Exploration: Conventional and Unconventional Seismic Interpretation Formation Evaluation (well logging) Drilling and Completion Hydraulic Fracturing Geomechanics Reservoir Simulation and Modelling Flow in Porous Media: from nano- to field-scale Reservoir Engineering Production Engineering Well Engineering; Design, Decommissioning and Abandonment Petroleum Systems; Instrumentation and Control Flow Assurance, Mineral Scale & Hydrates Reservoir and Well Intervention Reservoir Stimulation Oilfield Chemistry Risk and Uncertainty Petroleum Economics and Energy Policy
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Qiuyang Shen Jiefu Chen Xuqing Wu Yueqin Huang Zhu Han •
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Statistical Inversion of Electromagnetic Logging Data
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Qiuyang Shen Cyentech Consulting LLC Cypress, TX, USA Xuqing Wu Information and Logistics Technology University of Houston Houston, TX, USA
Jiefu Chen Electrical and Computer Engineering University of Houston Houston, TX, USA Yueqin Huang Cyentech Consulting LLC Cypress, TX, USA
Zhu Han Electrical and Computer Engin
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