Deep learning driven prediction and comparative study of surrounding rock deformation in high speed railway tunnels.

Yang Z, Cheng Z, Wu D

DOI: 10.1038/s41598-025-09791-5
Published: 2025 Jul 6
Container: Scientific reports
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-025-09791-5,
  title = {Deep learning driven prediction and comparative study of surrounding rock deformation in high speed railway tunnels.},
  author = {Yang Z and Cheng Z and Wu D},
  year = {2025},
  journal = {Scientific reports},
  doi = {10.1038/s41598-025-09791-5},
  url = {https://doi.org/10.1038/s41598-025-09791-5}
}

RIS

TY  - JOUR
TI  - Deep learning driven prediction and comparative study of surrounding rock deformation in high speed railway tunnels.
AU  - Yang Z
AU  - Cheng Z
AU  - Wu D
PY  - 2025
JO  - Scientific reports
DO  - 10.1038/s41598-025-09791-5
UR  - https://doi.org/10.1038/s41598-025-09791-5
ER  -

APA

Z, Y., Z, C., & D, W. (2025). Deep learning driven prediction and comparative study of surrounding rock deformation in high speed railway tunnels.. Scientific reports. https://doi.org/10.1038/s41598-025-09791-5

Source records

pubmed · retrieved 2026-11-10T13:58:20.688Z