Scaling deep learning for material imaging with a pseudo 3D model for domain transfer
- DOI
- 10.1038/s41467-025-66449-6
- Published
- 2025-12-12
- Container
- Nature Communications
- Publisher
- Springer Science and Business Media LLC
- Open access
- unknown
Credibility signals
uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Cite this work
BibTeX
@article{allodium:10.1038/s41467-025-66449-6,
title = {Scaling deep learning for material imaging with a pseudo 3D model for domain transfer},
author = {Kunning Tang and Ryan T. Armstrong and Peyman Mostaghimi and Yufu Niu and Quentin Meyer and Chuan Zhao and Donal P. Finegan and Melissa Popeil and Kamaljit Singh and Hannah Menke and Alexandros Patsoukis Dimou and Tom Bultreys and Arjen Mascini and Mark Knackstedt and Ying Da Wang},
year = {2025},
journal = {Nature Communications},
doi = {10.1038/s41467-025-66449-6},
url = {https://doi.org/10.1038/s41467-025-66449-6}
}RIS
TY - JOUR TI - Scaling deep learning for material imaging with a pseudo 3D model for domain transfer AU - Kunning Tang AU - Ryan T. Armstrong AU - Peyman Mostaghimi AU - Yufu Niu AU - Quentin Meyer AU - Chuan Zhao AU - Donal P. Finegan AU - Melissa Popeil AU - Kamaljit Singh AU - Hannah Menke AU - Alexandros Patsoukis Dimou AU - Tom Bultreys AU - Arjen Mascini AU - Mark Knackstedt AU - Ying Da Wang PY - 2025 JO - Nature Communications DO - 10.1038/s41467-025-66449-6 UR - https://doi.org/10.1038/s41467-025-66449-6 ER -
APA
Tang, K., Armstrong, R. T., Mostaghimi, P., Niu, Y., Meyer, Q., Zhao, C., Finegan, D. P., Popeil, M., Singh, K., Menke, H., Dimou, A. P., Bultreys, T., Mascini, A., Knackstedt, M., & Wang, Y. D. (2025). Scaling deep learning for material imaging with a pseudo 3D model for domain transfer. Nature Communications. https://doi.org/10.1038/s41467-025-66449-6
Source records
- crossref · retrieved 2026-09-26T01:08:59.534Z