Impact of data space augmentation strategy on model accuracy and generalization in thin-section rock classification

Magdalena Habrat, Mariusz Młynarczuk

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DOI: 10.1038/s41598-026-44320-y
Published: 2026-03-17
Container: Scientific Reports
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-44320-y,
  title = {Impact of data space augmentation strategy on model accuracy and generalization in thin-section rock classification},
  author = {Magdalena Habrat and Mariusz Młynarczuk},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-44320-y},
  url = {https://doi.org/10.1038/s41598-026-44320-y}
}

RIS

TY  - JOUR
TI  - Impact of data space augmentation strategy on model accuracy and generalization in thin-section rock classification
AU  - Magdalena Habrat
AU  - Mariusz Młynarczuk
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-44320-y
UR  - https://doi.org/10.1038/s41598-026-44320-y
ER  -

APA

Habrat, M., & Młynarczuk, M. (2026). Impact of data space augmentation strategy on model accuracy and generalization in thin-section rock classification. Scientific Reports. https://doi.org/10.1038/s41598-026-44320-y

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crossref · retrieved 2026-09-26T07:43:06.983Z