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matkg

Code Base for MatKG Dataset paper

https://github.com/olivettigroup/matkg

Science Score: 62.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ○
    Academic email domains
  • ✓
    Institutional organization owner
    Organization olivettigroup has institutional domain (olivetti.mit.edu)
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (5.1%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Code Base for MatKG Dataset paper

Basic Info
  • Host: GitHub
  • Owner: olivettigroup
  • License: cc0-1.0
  • Language: Jupyter Notebook
  • Default Branch: main
  • Size: 811 KB
Statistics
  • Stars: 13
  • Watchers: 3
  • Forks: 4
  • Open Issues: 1
  • Releases: 0
Created over 2 years ago · Last pushed over 2 years ago
Metadata Files
Readme License Citation

README.md

MatKG

Code Base for MatKG Dataset paper

MatKG is a comprehensive Knowledge Graph of Materials Science that captures a diverse range of entities and relationships from scientific literature. MatKG includes materials, properties, applications, characterization methods, synthesis methods, symmetry phase labels, and descriptors, among other entities, which are extracted automatically using advanced natural language processing methods from over 5 million papers in the domain. Relationships between these entities are established using statistical means, resulting in a knowledge graph with over 150,000 entities and 3.5 million unique triples. MatKG is the largest knowledge graph in the field of materials science at the time of writing, and its development represents a significant advance in the organization and accessibility of materials science data

All the required files can be downloaded from: https://zenodo.org/records/10022727

Owner

  • Name: olivettigroup
  • Login: olivettigroup
  • Kind: organization
  • Location: MIT

Citation (CITATION.cff) 

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: MatKG
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: 'Vineeth '
    family-names: Venugopal
    email: vinven7@gmail.com
    affiliation: MIT
    orcid: 'https://orcid.org/0000-0002-6253-1953'
identifiers:
  - type: url
    value: 'https://github.com/olivettigroup/MatKG'
repository-code: 'https://github.com/olivettigroup/MatKG'
abstract: The Codebase for MatKG
keywords:
  - 'NLP, Materials Science, Knowledge Graph'
version: '1.2'

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