Experimental Materials Data Library

Overview

This page catalogues experimental materials data repositories that were sourced from academic literature via the database auto-generation AI tool, ChemDataExtractor

Library

The following resources are courtesy of: University of Cambridge Royce Partner. Digital library assembly and maintenance funded via the EPSRC AI Hubs, AIchemy [aichemy.org] (EP/Y028775/1, EP/Y028759/1), APRIL [april.ac.uk] (EP/Y029763/1) and Royce (EP/…)

Battery Materials Device Database

Description: Battery materials device database including material components and their performance once incorporated in battery devices.

Properties: open-circuit voltage, short-circuit current density, conductivity, Coulombic efficiency, energy density

License: CC-BY-4.0

Database Citation

Photovoltaic materials device databases

Perovskite Solar Cell Database

Description: Photovoltaic materials device databases featuring light-harvesting materials and their performance in perovskite solar-cells.

Properties: power-conversion efficiency, open-circuit voltage, short-circuit current density, fill factor

Other data: device manufacturing information

License: MIT

Database Citation

Dye-Sensitized Solar Cell Database

Description: Photovoltaic materials device databases featuring light-harvesting materials and their performance in dye-sensitised solar-cells (DSCs).

Properties: power-conversion efficiency, open-circuit voltage, short-circuit current density, fill factor

Other data: device manufacturing information

License: MIT

Database Citation

Stress-Strain Property Database

Description: Stress-strain property database containing mechanical properties of materials according to stress-strain curves in mechanical engineering

Properties: yield strength, Young's modulus, fracture point, ultimate tensile strength, ductility

License: CC-BY-4.0

Database Citation

Thermoelectric Materials Database

Description: Thermoelectric materials database comprising reported thermoelectric materials and their properties at their literature-recorded temperatures

Properties: Figure-of-merit ZT; thermal conductivity, Seebeck coefficient, electrical conductivity, power factor, temperature

License: MIT

Database Citation

Semiconductor materials database

Description: Semiconductor materials database consisting of materials compositions and their band gap energies at their literature-recorded temperatures.

Properties: Band-gap energy, temperature

License: MIT

License: MIT

Database Citation

Optical materials database

Description: Optical materials database consisting of materials compositions and their properties at their literature-recorded wavelength.

Properties: refractive index, dielectric constant, optical wavelength

License: CC-BY-4.0

Database Citation

Thermally-Activated Delayed Fluorescence Database

Description: Thermally-Activated Delayed Fluorescence Database about molecules and their optoelectronic properties

Properties: maximum emission wavelength, photoluminescence quantum yield, singlet-triplet energy splitting, delayed lifetime

Licence: CC-BY-4.0

Database Citation

UV/vis absorption spectroscopy database

DescriptionL UV/vis absorption spectroscopy database about molecules and their corresponding spectral features (presented alongside cognate spectral calculations).

Properties: maximum optical absorption wavelength, molecular extinction coefficient

Licence: CC-BY-4.0

Database Citation

Photocatalysis for water-splitting database

Description: Photocatalysis for water-splitting database detailing photocatalytically-active chemicals in water-splitting reactions, their catalytic activity, the type of light irradiation source and its operational conditions

Chemicals: photocatalysts, co-catalysts, additives

Properties: Measure of catalytic activity (% or µmolg-1h-1), the type of light source and its operational conditions (wavelength, power, irradiation time)

License: CC-BY-4.0

Database Citation

Magnetic Materials Database

Description: Magnetic materials database comprising molecular compositions and their associated phase-transition temperatures

Properties: Curie temperature, Néel temperature

License: CC-by-4.0

Database Citation

Engage with the Digital Materials Foundry

The Digital Materials Foundry is a new programme within the Henry Royce Institute designed to address challenges around AI in Materials Discovery, Characterisation and Application. If you would like to submit work to its libraries of Experimental Materials Data Repositories or Machine Learning for Property Prediction, please get in touch using the link below.

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