M. R. Sarker

ORCID: 0000-0002-1293-1123
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About
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Research Areas
  • Reservoir Engineering and Simulation Methods
  • Hydraulic Fracturing and Reservoir Analysis
  • Hydrocarbon exploration and reservoir analysis
  • Biomedical and Engineering Education
  • Oil and Gas Production Techniques
  • Research Data Management Practices
  • Interdisciplinary Research and Collaboration

Marietta College
2024

Abstract The objective of this study is to tackle the challenges associated with assessing potential carbonate reservoirs, especially when specialized logs such as image are unavailable. primary aim introduce a novel workflow that integrates machine learning and data analytics improve evaluation reservoir using conventional logs. recommended technique has several aspects. Beginning feature engineering, techniques geometric harmonic averaging, combined Z-score standard deviation, applied log...

10.2118/218913-ms article EN SPE Western Regional Meeting 2024-04-09

This article attempts to practicalise Open Science (OS) promote ideas and enhance efforts for the Sustainable Development Goals (SDGs). It delineates General Statements (n = 20) as guiding beacons Specific 70) that act precision tools in OS orientated policymaking, research, innovations, public engagement, access scientific knowledge. The authors hope draw kindled educated attention besides underscoring need unbiased, inclusive, diligent execution of SDGs. By adopting these accordingly...

10.5334/dsj-2024-049 article EN cc-by Data Science Journal 2024-10-10

Abstract The Formation Micro-Imager (FMI) produces high-resolution borehole images, crucial for identifying geological features like bedding and fractures, aiding in reservoir characterization. Its sensitivity to mineralogy fluid content variations enhances its utility subsurface analysis optimizing hydrocarbon extraction strategies. However, interpreting FMI logs requires expertise experience due the complexity nuances of posing challenges obtaining accurate information. This research...

10.2118/218881-ms article EN SPE Western Regional Meeting 2024-04-09
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