Concepedia

Material Performance Prediction

Material Performance Prediction is a computational methodology that fundamentally enables the forecasting of functional behaviors and mechanical responses of materials under specified conditions through data-driven or physics-informed models.

1.5K

Publications

79.4K

Citations

5.8K

Authors

1.6K

Institutions

Publications per year

2017–2026

1.1K

Parents

Publications

1.5K

The high-throughput highway to computational materials design

Stefano Curtarolo, Gus L. W. Hart, Marco Buongiorno Nardelli et al. · Nature Materials · 2013 · 2K citations

, , +13

Materials discovery and design using machine learning

Yue Liu, Tianlu Zhao, Wangwei Ju et al. · Journal of Materiomics · 2017 · 1.2K citations · Full text

, , +16

Machine learning in materials science

Jing Wei, Xuan Chu, Xiangyu Sun et al. · InfoMat · 2019 · 1K citations · Full text

, , +14

Prediction of composite properties from a representative volume element

C. T. Sun, Rajesh S. Vaidya · Composites Science and Technology · 1996 · 886 citations

, , +14

Fiber-reinforced concrete: an overview after 30 years of development

Ronald F. Zollo · Cement and Concrete Composites · 1997 · 786 citations · Full text

, , +12

1–5 of 1.5K

Authors

5.8K

  1. MF
    Muhammad Faisal Javed

    COMSATS University Islamabad, Pakistan

    15 publications · 1.4K citations

    15

    h-index

  2. MN
    Muhammad Nasir Amin

    King Faisal University, Saudi Arabia

    11 publications · 682 citations

    11

    h-index

  3. NV
    Nikolai Vatin

    Peter the Great St. Petersburg Polytechnic University, Russia

    9 publications · 612 citations

    9

    h-index

  4. KK
    Kaffayatullah Khan

    King Faisal University, Saudi Arabia

    9 publications · 640 citations

    9

    h-index

  5. FF
    Furqan Farooq

    National University of Sciences and Technology, Pakistan

    8 publications · 949 citations

    8

    h-index

1–5 of 5.8K

Institutions

1.6K

  1. University of Science and Technology Beijing

    Beijing, China

    23 h-index

    137 publications

    6K citations

  2. COMSATS University Islamabad

    Islamabad, Pakistan

    23 h-index

    42 publications

    3.5K citations

  3. Northwestern University

    Evanston, United States

    18 h-index

    85 publications

    9.8K citations

  4. Harbin Institute of Technology

    Harbin, China

    18 h-index

    67 publications

    2.8K citations

  5. Shanghai University

    Shanghai, China

    17 h-index

    63 publications

    6.9K citations

  6. Shanghai Jiao Tong University

    Shanghai, China

    17 h-index

    71 publications

    4.2K citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    17 h-index

    43 publications

    3.2K citations

  8. Chinese Academy of Sciences

    Beijing, China

    16 h-index

    61 publications

    2.2K citations

1–8 of 1.6K

Venues

  1. Construction and Building Materials

    44 publications · 3.4K citations

    30

    h-index

  2. Materials

    40 publications · 1.9K citations

    28

    h-index

  3. Materials & Design

    32 publications · 1.7K citations

    26

    h-index

  4. Computational Materials Science

    35 publications · 2.2K citations

    24

    h-index

  5. Scientific Reports

    29 publications · 1.3K citations

    23

    h-index

1–5