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Materials informatics platform with three dimensional structures, workflow and thermoelectric applications. | LitMetric

Materials informatics platform with three dimensional structures, workflow and thermoelectric applications.

Sci Data

Department of Physics and Shenzhen Institute for Quantum Science & Engineering, Southern University of Science and Technology, Shenzhen, Guangdong, 518055, China.

Published: September 2021

AI Article Synopsis

  • The Materials Informatics Platform with Three-Dimensional Structures (MIP-3d) emerged as a key resource following the "Materials Genome Initiative," housing over 80,000 structural entries primarily from the inorganic crystal structural database.
  • MIP-3d includes comprehensive density functional theory calculations, providing details on relaxed crystal structures, density of states, band structures, and other physical properties for thousands of materials.
  • The platform focuses on thermoelectric applications by analyzing band gap values, band degeneracies, and electrical transport properties of approximately 4,400 entries, making it a unique tool for research in this field.

Article Abstract

Since the proposal of the "Materials Genome Initiative", several material databases have emerged and advanced many materials fields. In this work, we present the Materials Informatics Platform with Three-Dimensional Structures (MIP-3d). More than 80,000 structural entries, mainly from the inorganic crystal structural database, are included in MIP-3d. Density functional theory calculations are carried out for over 30,000 entries in the database, which contain the relaxed crystal structures, density of states, and band structures. The calculation of the equations of state and sound velocities is performed for over 12,000 entries. Notably, for entries with band gap values larger than 0.3 eV, the band degeneracies for the valence band maxima and the conduction band minima are analysed. The electrical transport properties for approximately 4,400 entries are also calculated and presented in MIP-3d under the constant electron-phonon coupling approximation. The calculations of the band degeneracies and electrical transport properties make MIP-3d a database specifically designed for thermoelectric applications.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8423787PMC
http://dx.doi.org/10.1038/s41597-021-01022-6DOI Listing

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