4-Jan-2023 Other https://fordatis.fraunhofer.de/handle/fordatis/312
http://dx.doi.org/10.24406/fordatis/248

Microstructural damage dataset (pytorch geometric dataset)

Durmaz, Ali Riza (Fraunhofer-Institut für Werkstoffmechanik); Thomas, Akhil (Fraunhofer-Institut für Werkstoffmechanik IWM)

IWM Fraunhofer-Institut für Werkstoffmechanik
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Abstract

This data set contains information about microstructure-sensitive damage in ferritic steel (EN 1.4003) specimens. We provide both graph and tabular data sets. In the graph data set, each node is a grain in the material, and each edge connects adjacent grains. Annotation is provided to each of the grains mentioning if it developed damage (protrusion in this case) during a fatigue test. The annotation is provided based on fatigue tests performed on the specimen.

Technical Information

The readme.md file provides an example on how to read the file.
Classification
000 Informatik, Wissen, Systeme
Keywords
Graph dataset
pytorch geometric
microstructural damage dataset
Funder
Robert Bosch Stiftung
Fraunhofer Group
Werkstoffe, Bauteile
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This item is licensed under a Creative Commons License Creative Commons