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Data · dataset · 2025

Data for: Free-energy perturbation in the exchange-correlation space accelerated by machine learning: Application to silica polymorphs

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Description

Data for the Publication Free-energy perturbation in the exchange-correlation space accelerated by machine learning: Application to silica polymorphs This data set contains: Data for/from the direct upsampling for the rung 1–3 functionals: The effective harmonic potentials The final moment-tensor potentials (for each phase and functional) The training sets for the moment-tensor potentials (VASP OUTCARs) Tables of the thermodynamic properties for each phase and functional Input data for the functional evaluation procedure developed in the associated paper

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Catalogue records · 1

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Chemistry · Physics
Provenance · 1 source records, 14 field assertions
SourceKeyLast seenRaw
DaRUSdoi:10.18419/DARUS-499913 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].anzsrc:group:4611mapping · darus uni stuttgart devocabulary-mapper@1.0.0keywords['Machine Learning']
concepts[field].dataverse_subject:chemistrysource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/subjects
concepts[field].dataverse_subject:physicssource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/subjects
concepts[field].local:field:chemistrymapping · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/subjects
concepts[field].local:field:computer-science-aimapping · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/subjects
concepts[field].local:field:life-sciencesmapping · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/subjects
concepts[field].local:field:physicsmapping · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/subjects
concepts[method].local:method:dftmapping · darus uni stuttgart devocabulary-mapper@1.0.0keywords['Density Functional Theory']
created_datesource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0
descriptionsource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/description
publication_datesource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0
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version_labelsource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0