A comprehensive review on advancements and challenges of deep learning in tunnel and underground engineering

Chunlei Zhang, Md Habibullah, Jingke Wu, Mahabub Hasan Sajib, Arifuggaman Arif, Mohammed Alip, Boyina Manohar, Golam Mostakim Shikhon, Mingjie Feng, Ye Zhang, Md Sohel Rana

Open source

DOI: 10.1007/s44163-026-01220-4
Published: 4
Container: Discover Artificial Intelligence
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1007/s44163-026-01220-4,
  title = {A comprehensive review on advancements and challenges of deep learning in tunnel and underground engineering},
  author = {Chunlei Zhang and Md Habibullah and Jingke Wu and Mahabub Hasan Sajib and Arifuggaman Arif and Mohammed Alip and Boyina Manohar and Golam Mostakim Shikhon and Mingjie Feng and Ye Zhang and Md Sohel Rana},
  year = {2026},
  journal = {Discover Artificial Intelligence},
  doi = {10.1007/s44163-026-01220-4},
  url = {https://doi.org/10.1007/s44163-026-01220-4}
}

RIS

TY  - JOUR
TI  - A comprehensive review on advancements and challenges of deep learning in tunnel and underground engineering
AU  - Chunlei Zhang
AU  - Md Habibullah
AU  - Jingke Wu
AU  - Mahabub Hasan Sajib
AU  - Arifuggaman Arif
AU  - Mohammed Alip
AU  - Boyina Manohar
AU  - Golam Mostakim Shikhon
AU  - Mingjie Feng
AU  - Ye Zhang
AU  - Md Sohel Rana
PY  - 2026
JO  - Discover Artificial Intelligence
DO  - 10.1007/s44163-026-01220-4
UR  - https://doi.org/10.1007/s44163-026-01220-4
ER  -

APA

Zhang, C., Habibullah, M., Wu, J., Sajib, M. H., Arif, A., Alip, M., Manohar, B., Shikhon, G. M., Feng, M., Zhang, Y., & Rana, M. S. (2026). A comprehensive review on advancements and challenges of deep learning in tunnel and underground engineering. Discover Artificial Intelligence. https://doi.org/10.1007/s44163-026-01220-4

Source records

doaj · retrieved 2026-09-27T02:04:33.847Z