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Data · dataset · 2025

Datasets for the paper "Efficient Determination of Born-Effective Charges, LO-TO Splitting, and Raman Tensors of Solids with a Real-Space Atom-Centered Deep Learning Approach""

Listed in Borealis

Description

This contains all the training and testing data used in the study for the paper: "Efficient Determination of Born-Effective Charges, LO-TO Splitting, and Raman Tensors of Solids with a Real-Space Atom-Centered Deep Learning Approach" All datasets are available in multiple formats (.h5, .db, .xyz) for training the different architectures referenced in the paper (RADNET, SchNet, SA-GPR).

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Where it is published

Catalogue records · 1

Topics

Stated by source
Physics
From keywords
Physics
Inferred from text
Condensed matter physics 74%
Provenance · 1 source records, 9 field assertions
SourceKeyLast seenRaw
Borealisdoi:10.5683/SP3/2HVROV13 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].anzsrc:group:5104enrichment · borealisdata cataxonomy-embedding@1.1.0title+keywords+description (74%)
concepts[field].dataverse_subject:physicssource · borealisdata caconnector:borealisdata_ca@1.0.0/subjects
concepts[field].local:field:physicsmapping · borealisdata caconnector:borealisdata_ca@1.0.0/subjects
created_datesource · borealisdata caconnector:borealisdata_ca@1.0.0
descriptionsource · borealisdata caconnector:borealisdata_ca@1.0.0/description
publication_datesource · borealisdata caconnector:borealisdata_ca@1.0.0
titlesource · borealisdata caconnector:borealisdata_ca@1.0.0/name
updated_datesource · borealisdata caconnector:borealisdata_ca@1.0.0
version_labelsource · borealisdata caconnector:borealisdata_ca@1.0.0