Concepedia

Data-driven Materials Selection

Data-Driven Materials Selection is a systematic methodology within sustainable materials selection that leverages empirical data, computational analytics, and predictive modeling to objectively prioritize materials based on performance, environmental impact, and lifecycle criteria, distinguishing it from heuristic or experience-based selection approaches.

90

Publications

5.8K

Citations

244

Authors

127

Institutions

Publications per year

2017–2026

28

Parents

Publications

90

Selection strategies for materials and processes

Michael F. Ashby, Yves Bréchet, David Cebon et al. · Materials & Design (1980-2015) · 2003 · 407 citations

, , +7

Materials selection using complex proportional assessment and evaluation of mixed data methods

Prasenjit Chatterjee, Vijay Manikrao Athawale, Shankar Chakraborty · Materials & Design (1980-2015) · 2010 · 376 citations

, , +3

A state-of-the-art survey on the influence of normalization techniques in ranking: Improving the materials selection process in engineering design

Ali Jahan, K.L. Edwards · Materials & Design (1980-2015) · 2014 · 315 citations

, , +16

Materials Informatics: The Materials “Gene” and Big Data

Krishna Rajan · Annual Review of Materials Research · 2015 · 294 citations

, , +17

A decision-making framework model for material selection using a combined multiple attribute decision-making method

RR Rao, J. Paulo Davim · The International Journal of Advanced Manufacturing Technology · 2006 · 281 citations

, , +10

1–5 of 90

Authors

244

  1. MF
    Michael F. Ashby

    University of Cambridge, United Kingdom

    4 publications · 548 citations

    4

    h-index

  2. DC
    David Cebon

    University of Cambridge, United Kingdom

    4 publications · 454 citations

    4

    h-index

  3. KE
    K.L. Edwards

    University of Derby, United Kingdom

    4 publications · 547 citations

    4

    h-index

  4. SC
    Shankar Chakraborty

    Jadavpur University, India

    3 publications · 494 citations

    3

    h-index

  5. MA
    MF Ashby

    University of Cambridge, United Kingdom

    3 publications · 40 citations

    3

    h-index

1–5 of 244

Institutions

127

  1. Massachusetts Institute of Technology

    Cambridge, United States

    4 h-index

    7 publications

    219 citations

  2. University of Cambridge

    Cambridge, United Kingdom

    4 h-index

    5 publications

    882 citations

  3. Jadavpur University

    Kolkata, India

    3 h-index

    5 publications

    612 citations

  4. Islamic Azad University Semnan

    Semnan, Iran

    3 h-index

    4 publications

    642 citations

  5. KTH Royal Institute of Technology

    Stockholm, Sweden

    3 h-index

    5 publications

    109 citations

  6. Aston University

    Birmingham, United Kingdom

    3 h-index

    3 publications

    526 citations

  7. Shri Mata Vaishno Devi University

    Katra, India

    2 h-index

    2 publications

    497 citations

  8. Duke University

    Durham, United States

    2 h-index

    5 publications

    220 citations

1–8 of 127

Venues

  1. Materials & Design (1980-2015)

    25 publications · 2.8K citations

    21

    h-index

  2. 4

    h-index

  3. Cambridge University Engineering Department Publications Database

    Repository · 3 publications · 40 citations

    3

    h-index

  4. Expert Systems with Applications

    2 publications · 43 citations

    2

    h-index

  5. Materials Science and Technology

    MST · 2 publications · 114 citations

    2

    h-index

1–5