Inversion of Surrounding Rock Mechanical Parameters in a Soft Rock Tunnel Based on a Hybrid Model EO-LightGBM-Reference-Cited by-同舟云学术

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Inversion of Surrounding Rock Mechanical Parameters in a Soft Rock Tunnel Based on a Hybrid Model EO-LightGBM

Published:2023-06-20 Issue:9 Volume:56 Page:6691-6707
ISSN:0723-2632
Container-title:Rock Mechanics and Rock Engineering
language:en
Short-container-title:Rock Mech Rock Eng

Author:

Sun Junlong,Wu Shunchuan^ORCID,Wang Han,Wang Tao,Geng Xiaojie,Zhang Yanjie

Funder

National Natural Science Foundation of China

Major science and technology special project of Yunnan Province

China Postdoctoral Science Foundation

Publisher

Springer Science and Business Media LLC

Subject

Geology,Geotechnical Engineering and Engineering Geology,Civil and Structural Engineering

Link

https://link.springer.com/content/pdf/10.1007/s00603-023-03387-z.pdf

Reference51 articles.

1. Aygar EB (2020) Evaluation of new Austrian tunnelling method applied to Bolu tunnel’s weak rocks. J Rock Mech Geotech Eng 12(3):541–556. https://doi.org/10.1016/j.jrmge.2019.12.011

2. Bizjak KF, Petkovšek B (2004) Displacement analysis of tunnel support in soft rock around a shallow highway tunnel at Golovec. Eng Geol 75:89–106. https://doi.org/10.1016/J.ENGGEO.2004.05.003

3. Chen L, Jin A, Wu S et al (2022) Numerical study on spalling failure of rock surrounding deep buried tunnel based on DEM. Comput Geotech 145:104653. https://doi.org/10.1016/J.COMPGEO.2022.104653

4. Davarpanah SM, Sharifzadeh M, Sattarvand J, Narimani S (2016) Evaluation of building displacement induced by EPB tunneling through GPS-GNSS monitoring system and back analysis technique (Tabriz subway tunnels). Civ Eng J 2:270–285

5. Deng HS, Fu HL, Shi Y et al (2022) Countermeasures against large deformation of deep-buried soft rock tunnels in areas with high geostress: a case study. Tunn Undergr Sp Technol 119:104238. https://doi.org/10.1016/J.TUST.2021.104238

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1. Time-series traction prediction of surrounding rock deformation in tunnel construction based on mechanical parameter inversion;Tunnelling and Underground Space Technology;2024-10

2. An Inversion Method for Surrounding Rock Parameters of Tunnels Based on a Probabilistic Baseline Model under a Constructional Environment;Geosciences;2024-04-19

3. Research on Prediction of EPB Shield Tunneling Parameters Based on LGBM;Buildings;2024-03-18

4. The Construction and Application of a Deep Learning-Based Primary Support Deformation Prediction Model for Large Cross-Section Tunnels;Applied Sciences;2024-01-21

5. Composite interpretability optimization ensemble learning inversion surrounding rock mechanical parameters and support optimization in soft rock tunnels;Computers and Geotechnics;2024-01

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