Concepedia

Machine Learning Assisted Decline Analysis

Machine Learning Assisted Decline Analysis is a computational framework within decline curve analysis that integrates machine learning algorithms to enhance the prediction of production decline trajectories by automatically identifying complex, non-linear patterns in historical production data.

6

Publications

127

Citations

28

Authors

11

Institutions

Publications per year

2017–2026

4

Parents

Publications

6

Application of statistical machine learning clustering algorithms to improve EUR predictions using decline curve analysis in shale-gas reservoirs

Zijuan Chen, Wei Yu, Jenn‐Tai Liang et al. · Journal of Petroleum Science and Engineering · 2021 · 34 citations

, , +17

Early warning of enterprise decline in a life cycle using neural networks and rough set theory

Yu Cao, Desheng Wu, Miao Mo · Expert Systems with Applications · 2010 · 26 citations

, , +8

Removing the Outlier from the Production Data for the Decline Curve Analysis of Shale Gas Reservoirs: A Comparative Study Using Machine Learning

Taha Yehia, Hamid Khattab, Mahmoud A. Tantawy et al. · ACS Omega · 2022 · 26 citations · Full text

, , +12

Data-driven model-based rate decline prediction in unconventional eagle ford shale oil wells

Subhrajyoti Bhattacharyya, Aditya Vyas · Petroleum Science and Technology · 2021 · 15 citations

, , +15

Production Decline Analysis in the Eagle Ford

Frank Male, Michael Marder, John Browning et al. · 2016 · 13 citations

, , +10

1–5 of 6

Authors

28

  1. AM
    Agustin Maqui

    Quantum (Australia), Australia

    1 publications · 13 citations

    1

    h-index

  2. MM
    Michael Marder

    The University of Texas at Austin, United States

    1 publications · 13 citations

    1

    h-index

  3. AK
    Amir Kianinejad

    The University of Texas at Austin, United States

    1 publications · 13 citations

    1

    h-index

  4. HK
    Hamid Khattab

    Suez University, Egypt

    1 publications · 26 citations

    1

    h-index

  5. HD
    Hamed Darabi

    The University of Texas at Austin, United States

    1 publications · 13 citations

    1

    h-index

1–5 of 28

Institutions

11

  1. The University of Texas at Austin

    Austin, United States

    1 h-index

    5 publications

    65 citations

  2. Texas A&M University

    College Station, United States

    1 h-index

    5 publications

    170 citations

  3. Suez University

    Suez, Egypt

    1 h-index

    3 publications

    78 citations

  4. Quantum (Australia)

    Essendon, Australia

    1 h-index

    9 publications

    117 citations

  5. University of Toronto

    Toronto, Canada

    1 h-index

    1 publications

    26 citations

  6. Future University in Egypt

    Cairo, Egypt

    1 h-index

    2 publications

    52 citations

  7. Indian Institute of Technology Kharagpur

    Kharagpur, India

    1 h-index

    2 publications

    30 citations

  8. Impact

    Ottawa, Canada

    1 h-index

    9 publications

    117 citations

1–8 of 11

Venues

  1. Petroleum Science and Technology

    1 publications · 15 citations

    1

    h-index

  2. ACS Omega

    1 publications · 26 citations

    1

    h-index

  3. Expert Systems with Applications

    1 publications · 26 citations

    1

    h-index

  4. Journal of Petroleum Science and Engineering

    1 publications · 34 citations

    1

    h-index

1–4