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Structure · dataset · 2023

2D images of CT scans of carbon fiber reinforced polyamide 6

Listed in RADAR and RADAR4Memory — shown once because both records carry DOI 10.35097/1822

This dataset includes 29280 2D images taken from 3D µCT scans of carbon fiber reinforced polyamide 6.

Description

They were generated by augmenting (x4) and cutting (x4) of 1830 single 2D images resulting from 18 different specimens of 2 CFRP plaques. The images were used as training data for a generative adversarial network (GAN) which creates similar microstructural images.

Please find details in the following publication: Blarr, J.; Klinder, S.; Liebig, W. V.; Inal, K.; Kärger, L.; Weidenmann, K. A.: Deep convolutional generative adversarial network for generation of computed tomography images of heterogeneous low-contrast microstructures. Nature Scientific Reports XXX (2024).

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Computed tomography 75% · Image 65% · Materials engineering 68%
Provenance · 2 source records, 12 field assertions
SourceKeyLast seenRaw
RADAR10.35097/182210 d agoJSON v1
RADAR4Memory10.35097/182210 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · radar service eu deconnector:radar_service_eu_de@1.0.0
concepts[field].anzsrc:group:4016enrichment · radar service eu detaxonomy-embedding@1.1.0title+keywords+description (68%)
concepts[field].local:field:earth-environmentalmapping · radar4memory radar service euconnector:radar4memory_radar_service_eu@1.0.0
concepts[field].local:field:earth-environmentalmapping · radar service eu deconnector:radar_service_eu_de@1.0.0
concepts[field].local:field:materials-sciencemapping · radar service eu deconnector:radar_service_eu_de@1.0.0
concepts[field].local:field:materials-sciencemapping · radar4memory radar service euconnector:radar4memory_radar_service_eu@1.0.0
concepts[modality].local:modality:ctenrichment · radar service eu dekeyword-concept-rules@1.0.0title+description (75%)
concepts[modality].local:modality:imageenrichment · radar service eu dekeyword-concept-rules@1.0.0title+description (65%)
descriptionsource · radar service eu deconnector:radar_service_eu_de@1.0.0/metadata/dc/description
licensesource · radar service eu deconnector:radar_service_eu_de@1.0.0/metadata/dc/rights
publication_datesource · radar service eu deconnector:radar_service_eu_de@1.0.0
titlesource · radar service eu deconnector:radar_service_eu_de@1.0.0/metadata/dc/title