Concepedia

Material Fact Extraction

Material Fact Extraction is a scholarly methodological process that identifies and isolates fact-level contributions—such as data, metrics, models, or constructs—deemed essential for substantiating claims within academic discourse, distinguishing itself by its focus on the extraction of empirically or theoretically significant elements directly tied to a research contribution.

9

Publications

590

Citations

41

Authors

10

Institutions

Publications per year

2017–2026

7

Parents

Publications

9

Named Entity Recognition and Normalization Applied to Large-Scale Information Extraction from the Materials Science Literature

Leigh Weston, Vahe Tshitoyan, John Dagdelen et al. · Journal of Chemical Information and Modeling · 2019 · 280 citations · Full text

, , +17

A general-purpose material property data extraction pipeline from large polymer corpora using natural language processing

Pranav Shetty, Arunkumar Chitteth Rajan, Chris Kuenneth et al. · npj Computational Materials · 2023 · 131 citations · Full text

, , +16

Automatically discovering local visual material attributes

Gabriel Schwartz, Ko Nishino · 2015 · 41 citations

, , +11

Flexible, model-agnostic method for materials data extraction from text using general purpose language models

Maciej P. Polak, Shrey Modi, Anna Latosinska et al. · Digital Discovery · 2024 · 31 citations · Full text

, , +17

Named Entity Recognition and Normalization Applied to Large-Scale Information Extraction from the Materials Science Literature

Leigh Weston, Vahe Tshitoyan, John Dagdelen et al. · ChemRxiv · 2019 · 25 citations · Full text

, , +17

1–5 of 9

Authors

41

  1. AJ
    Anubhav Jain

    Lawrence Berkeley National Laboratory, United States

    2 publications · 305 citations

    2

    h-index

  2. GC
    Gerbrand Ceder

    Massachusetts Institute of Technology, United States

    2 publications · 305 citations

    2

    h-index

  3. MZ
    Mohd Zaki

    Indian Institute of Technology Delhi, India

    2 publications · 36 citations

    2

    h-index

  4. MM
    Mausam Mausam

    University of Washington, United States

    2 publications · 36 citations

    2

    h-index

  5. NM
    N. M. Anoop Krishnan

    Indian Institute of Technology Delhi, India

    2 publications · 36 citations

    2

    h-index

1–5 of 41

Institutions

10

  1. Indian Institute of Technology Delhi

    New Delhi, India

    2 h-index

    8 publications

    148 citations

  2. Lawrence Berkeley National Laboratory

    Berkeley, United States

    2 h-index

    9 publications

    2.3K citations

  3. University of Sheffield

    Sheffield, United Kingdom

    1 h-index

    1 publications

    23 citations

  4. National Institute of Standards and Technology

    Gaithersburg, United States

    1 h-index

    1 publications

    23 citations

  5. Argonne National Laboratory

    Lemont, United States

    1 h-index

    3 publications

    69 citations

  6. Georgia Institute of Technology

    Atlanta, United States

    1 h-index

    5 publications

    655 citations

  7. Drexel University

    Philadelphia, United States

    1 h-index

    2 publications

    82 citations

  8. University of Chicago

    Chicago, United States

    1 h-index

    6 publications

    138 citations

1–8 of 10

Venues

  1. Digital Discovery

    2 publications · 51 citations

    2

    h-index

  2. ChemRxiv

    Repository · 1 publications · 25 citations

    1

    h-index

  3. Journal of Chemical Information and Modeling

    JCIM · 1 publications · 280 citations

    1

    h-index

  4. Computers and the Humanities

    1 publications · 23 citations

    1

    h-index

  5. npj Computational Materials

    1 publications · 131 citations

    1

    h-index

1–5