Large-scale multimodal pre-trained model driven ceramic design knowledge graph construction and cross-domain innovative design reasoning mechanism.

Zang G

DOI: 10.1038/s41598-026-54503-2
Published: 2026 Jun 2
Container: Scientific reports
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-54503-2,
  title = {Large-scale multimodal pre-trained model driven ceramic design knowledge graph construction and cross-domain innovative design reasoning mechanism.},
  author = {Zang G},
  year = {2026},
  journal = {Scientific reports},
  doi = {10.1038/s41598-026-54503-2},
  url = {https://doi.org/10.1038/s41598-026-54503-2}
}

RIS

TY  - JOUR
TI  - Large-scale multimodal pre-trained model driven ceramic design knowledge graph construction and cross-domain innovative design reasoning mechanism.
AU  - Zang G
PY  - 2026
JO  - Scientific reports
DO  - 10.1038/s41598-026-54503-2
UR  - https://doi.org/10.1038/s41598-026-54503-2
ER  -

APA

G, Z. (2026). Large-scale multimodal pre-trained model driven ceramic design knowledge graph construction and cross-domain innovative design reasoning mechanism.. Scientific reports. https://doi.org/10.1038/s41598-026-54503-2

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pubmed · retrieved 2026-09-25T20:10:05.045Z