2DMatPedia

2DMatPedia is a large-scale database of 2D materials generated by exfoliating bulk materials from the Materials Project. It performs high-throughput DFT calculations to identify stable 2D layers and calculate their properties.

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Overview

2DMatPedia is a large-scale database of 2D materials generated by exfoliating bulk materials from the Materials Project. It performs high-throughput DFT calculations to identify stable 2D layers and calculate their properties.

Reference Papers (1)

Full Documentation

Official Resources

  • Homepage: http://www.2dmatpedia.org/
  • Documentation: http://www.2dmatpedia.org/
  • Source Repository: Data available online
  • License: Open Access

Overview

2DMatPedia is a large-scale database of 2D materials generated by exfoliating bulk materials from the Materials Project. It performs high-throughput DFT calculations to identify stable 2D layers and calculate their properties.

Scientific domain: 2D materials, high-throughput screening
Target user community: 2D materials researchers

Capabilities (CRITICAL)

  • Database: >6000 2D materials.
  • Structure: Top-down exfoliation approach.
  • Properties: Band gaps, formation energies, cleavage energies.
  • Visualization: Structure viewer.

Sources: 2DMatPedia website, Sci. Data 6, 86 (2019)

Inputs & Outputs

  • Input formats: Web search
  • Output data types: POSCAR files, property tables

Interfaces & Ecosystem

  • Materials Project: Source of bulk structures.
  • VASP: Calculation engine.

Workflow and Usage

  1. Search website for materials.
  2. Download structures.

Performance Characteristics

  • Large number of materials
  • Standard DFT (PBE) level of theory

Application Areas

  • 2D materials discovery
  • Screening for functional layers

Community and Support

  • Developed by Yang Group (SUTD/NUS)
  • Static database

Verification & Sources

Primary sources:

  1. Homepage: http://www.2dmatpedia.org/
  2. Publication: J. Zhou et al., Sci. Data 6, 86 (2019)

Confidence: VERIFIED

Verification status: ✅ VERIFIED

  • Website: ACTIVE
  • Documentation: AVAILABLE
  • Source: OPEN ACCESS (Data)
  • Development: COMPLETED
  • Applications: 2D materials database

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