Concepedia

Data-driven Corrosion Prediction

Data-Driven Corrosion Prediction is a computational modeling approach that distinguishes itself by leveraging empirical data and statistical learning techniques to forecast corrosion behavior without relying primarily on mechanistic or theoretical assumptions.

132

Publications

5K

Citations

445

Authors

191

Institutions

Publications per year

2017–2026

115

Parents

Publications

132

Prediction of surface chloride concentration of marine concrete using ensemble machine learning

Rong Cai, Taihao Han, Wenyu Liao et al. · Cement and Concrete Research · 2020 · 277 citations

, , +16

Reviewing machine learning of corrosion prediction in a data-oriented perspective

Leonardo Bertolucci Coelho, Dawei Zhang, Yves Van Ingelgem et al. · npj Materials Degradation · 2022 · 228 citations · Full text

, , +16

A new understanding of the effect of Cr on the corrosion resistance evolution of weathering steel based on big data technology

Xiaojia Yang, Ying Yang, Meihui Sun et al. · Journal of Material Science and Technology · 2021 · 190 citations

, , +16

Prediction of corrosion behavior using neural network as a data mining tool

M. Kamrunnahar, Mirna Urquidi‐Macdonald · Corrosion Science · 2009 · 133 citations

, , +16

Predicting the Performance of Organic Corrosion Inhibitors

David A. Winkler · Metals · 2017 · 111 citations · Full text

, , +17

1–5 of 132

Authors

445

  1. XL
    Xiaogang Li

    University of Science and Technology Beijing, China

    5 publications · 310 citations

    5

    h-index

  2. DZ
    Dawei Zhang

    University of Science and Technology Beijing, China

    4 publications · 314 citations

    4

    h-index

  3. FK
    Faisal Khan

    Memorial University of Newfoundland, Canada

    3 publications · 151 citations

    4

    h-index

  4. XL
    Xinhong Li

    Xi'an University of Architecture and Technology, China

    4 publications · 299 citations

    4

    h-index

  5. XC
    Xuequn Cheng

    University of Science and Technology Beijing, China

    4 publications · 300 citations

    4

    h-index

1–5 of 445

Institutions

191

  1. University of Science and Technology Beijing

    Beijing, China

    13 h-index

    71 publications

    3.9K citations

  2. Southwest Petroleum University

    Chengdu, China

    9 h-index

    25 publications

    1.4K citations

  3. Southeast University

    Nanjing, China

    8 h-index

    12 publications

    663 citations

  4. Xi'an University of Architecture and Technology

    Xi'an, China

    5 h-index

    14 publications

    969 citations

  5. Memorial University of Newfoundland

    St. John's, Canada

    4 h-index

    6 publications

    236 citations

  6. Beijing University of Chemical Technology

    Beijing, China

    3 h-index

    11 publications

    300 citations

  7. China University of Petroleum, Beijing

    Beijing, China

    3 h-index

    14 publications

    560 citations

  8. Lanzhou University of Technology

    Lanzhou, China

    3 h-index

    3 publications

    110 citations

1–8 of 191

Venues

  1. Corrosion Science

    11 publications · 496 citations

    12

    h-index

  2. Process Safety and Environmental Protection

    8 publications · 348 citations

    9

    h-index

  3. Ocean Engineering

    3 publications · 139 citations

    5

    h-index

  4. Materials Today Communications

    5 publications · 126 citations

    5

    h-index

  5. CORROSION

    5 publications · 134 citations

    5

    h-index

1–5