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Table · dataset · 2023

Matbench Discovery - Data Files

Listed in figshare

Description

<p dir="ltr">These are the v1 data files for Matbench Discovery, a benchmark for machine learning energy models on inorganic crystal stability prediction from unrelaxed structures. It contains relaxed structures of the MP training set, initial+relaxed structures of the WBM test set, plus several checkpoints for models trained on this data specifically for this benchmark.</p><p dir="ltr">For a description of each file, see matbench-discovery.materialsproject.org/data#--direct-download.</p><p dir="ltr">The full MPtrj training set containing 1.3M structures along with their energies, forces, stresses and magmons is available at <a href="figshare.com/articles/dataset/23713842" target="_blank">figshare.com/articles/dataset/23713842.</a></p>

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Where it is published

Catalogue records · 1

Topics

Provenance · 1 source records, 20 field assertions
SourceKeyLast seenRaw
figshareoai:figshare.com:article/2271515811 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · figshare comconnector:figshare_com@1.0.0
concepts[field].anzsrc:field:340307mapping · figshare comvocabulary-mapper@1.0.0keywords['Structure and dynamics of materials']
concepts[field].anzsrc:field:340404mapping · figshare comvocabulary-mapper@1.0.0keywords['Cheminformatics and quantitative structure-activity relationships']
concepts[field].anzsrc:group:4611mapping · figshare comvocabulary-mapper@1.0.0keywords['machine learning']
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:humanitiesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:materials-sciencemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
descriptionsource · figshare comconnector:figshare_com@1.0.0/metadata/dc/description
licensesource · figshare comconnector:figshare_com@1.0.0/metadata/dc/rights
publication_datesource · figshare comconnector:figshare_com@1.0.0
titlesource · figshare comconnector:figshare_com@1.0.0/metadata/dc/title