AI Models and Databases

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“The Cavendish Women in Physics have made unparalleled contributions to the Cavendish Laboratory’s extraordinary history of discovery and innovation in Physics and continue to do so.”

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Artist’s illustration of the entrance of the Ray Dolby Centre. Credit: Jestico + Whiles

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Bullet Point Styles

These fields encompass a variety of research groups, each with its own scientific aims and ambitions but united by two common goals:

  • the search for a fundamental understanding of the Universe and the laws which govern it
  • seeking new ways to apply the laws of nature.

Click on each of the themes to learn more about our researchers and their work.

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No Fields Found.

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Contact Details

Email address:
dfb@mrao.cam.ac.uk

Astrophysics Group
Battcock Centre for Experimental Astrophysics
Cavendish Laboratory
JJ Thomson Avenue
Cambridge
CB3 0HE

+44 (0)1223 337302

Visit group website

Translation of our research

Most of our AI models and dataset contributions have been incorporated into the Royce’s Digital Materials Foundry, an important initiative by Henry Royce Institute designed to accelerate the digitalisation of materials innovation across the UK.

Digital Materials Foundry

AI models and databases

Our group has created a range of domain-specific language models for materials science applications, most of which are available on our Hugging Face group repository.

This repository also contains large datasets comprising pairs of questions and answers about materials and their cognate properties sourced from the academic literature, for delivering materials science via prompt engineering tasks.

Hugging Face repository

Materials databases

Our group has created a series of large materials datasets of experimental data for the global materials research community using our ChemDataExtractor text-mining tool:

Battery devices

292,000 records | Paper (copy link): https://doi.org/10.1038/s41597-020-00602-2

Download the database (Figshare)

Perovskite solar cells

186,000 records | Paper (copy link): https://doi.org/10.1038/s41597-022-01355-w

Download the database (Figshare)

Dye-sensitised solar cells

475,000 records | Paper (copy link): https://doi.org/10.1038/s41597-022-01355-w

Download the database (Figshare)

Stress-strain engineering

720,000 records | Paper (copy link): https://doi.org/10.1038/s41597-024-03979-6

Download the database (Figshare)

Semiconductors

100,000 records | Paper (copy link): https://doi.org/10.1038/s41597-022-01294-6

Download the database (Figshare)

Optics

110,000 records | Paper (copy link): https://doi.org/10.1038/s41597-022-01295-5

Download the database (Figshare)

Magnetism

56,000 records | Paper (copy link): https://doi.org/10.1038/s41597-025-06244-6

Download the database (Figshare)

Thermoelectrics

23,000 records | Paper (copy link): https://doi.org/10.1038/s41597-022-01752-1

Download the database (Figshare)

Thermally-activated delayed fluorescence

25,000 records | Paper (copy link): https://doi.org/10.1038/s41597-023-02897-3

Download the database (Figshare)

Photocatalysis for water-splitting

16,000 records | Paper (copy link): https://doi.org/10.1038/s41597-023-02511-6

Download the database (Figshare)

UV/Vis absorption spectroscopy

18,000 records | Paper (copy link): https://doi.org/10.1038/s41597-019-0306-0

Download the database (Figshare)