Concepedia

Candidate Material Discovery

Candidate Material Discovery is a systematic academic process within high-throughput materials screening that identifies novel materials with potential functional properties by distinguishing them from known or hypothetical substances through computational, experimental, or hybrid methodologies.

643

Publications

54.1K

Citations

2.7K

Authors

758

Institutions

Publications per year

2017–2026

439

Parents

Publications

643

Materials Design and Discovery with High-Throughput Density Functional Theory: The Open Quantum Materials Database (OQMD)

James E. Saal, Scott Kirklin, Muratahan Aykol et al. · JOM · 2013 · 2.5K citations

, , +16

Machine-learning-assisted materials discovery using failed experiments

Paul Raccuglia, Katherine C. Elbert, Philip Adler et al. · Nature · 2016 · 1.7K citations

, , +12

AFLOW: An automatic framework for high-throughput materials discovery

Stefano Curtarolo, Wahyu Setyawan, Gus L. W. Hart et al. · Computational Materials Science · 2012 · 1.5K citations · Full text

, , +14

Scaling deep learning for materials discovery

Amil Merchant, Simon Batzner, Samuel S. Schoenholz et al. · Nature · 2023 · 1.2K citations · Full text

, , +17

A Combinatorial Approach to Materials Discovery

X.‐D. Xiang, Xiaodong Sun, G. Briceño et al. · Science · 1995 · 1K citations

, , +17

1–5 of 643

Authors

2.7K

  1. JM
    John M. Gregoire

    California Institute of Technology, United States

    15 publications · 858 citations

    13

    h-index

  2. SK
    Santosh K. Suram

    California Institute of Technology, United States

    12 publications · 538 citations

    12

    h-index

  3. TL
    Turab Lookman

    Los Alamos National Laboratory, United States

    12 publications · 1.9K citations

    11

    h-index

  4. PV
    Prasanna V. Balachandran

    University of Virginia, United States

    10 publications · 1.6K citations

    10

    h-index

  5. BM
    Bryce Meredig

    Citrine Informatics (United States), United States

    9 publications · 4.2K citations

    9

    h-index

1–5 of 2.7K

Institutions

758

  1. Lawrence Berkeley National Laboratory

    Berkeley, United States

    25 h-index

    97 publications

    24.1K citations

  2. University of California, Berkeley

    Berkeley, United States

    22 h-index

    68 publications

    17.9K citations

  3. Massachusetts Institute of Technology

    Cambridge, United States

    19 h-index

    72 publications

    7.4K citations

  4. Northwestern University

    Evanston, United States

    17 h-index

    65 publications

    23.7K citations

  5. Los Alamos National Laboratory

    Los Alamos, United States

    16 h-index

    45 publications

    6.9K citations

  6. Chinese Academy of Sciences

    Beijing, China

    16 h-index

    70 publications

    4K citations

  7. Stanford University

    Stanford, United States

    15 h-index

    53 publications

    10K citations

  8. National Institute of Standards and Technology

    Gaithersburg, United States

    14 h-index

    42 publications

    6.6K citations

1–8 of 758

Venues

  1. npj Computational Materials

    32 publications · 3.9K citations

    27

    h-index

  2. Chemistry of Materials

    20 publications · 2.9K citations

    17

    h-index

  3. Nature Communications

    14 publications · 2K citations

    14

    h-index

  4. Journal of the American Chemical Society

    JACS · 13 publications · 1.7K citations

    13

    h-index

  5. The Journal of Physical Chemistry Letters

    14 publications · 926 citations

    13

    h-index

1–5