Multi-source data-driven prediction of geological cross-section during shield tunnelling
Journal Article published 2026 Jan in Automation in Construction volume 181 on page 106592
Authors: Tao Yan, Shui-Long Shen, Zhen-Yu Yin, Ning Zhang
https://doi.org/10.1016/j.autcon.2025.106592

Data augmentation-assisted muck image recognition during shield tunnelling
Journal Article published 2025 Apr in Underground Space volume 21 on pages 370 to 383
Authors: Tao Yan, Shui-Long Shen, Annan Zhou
https://doi.org/10.1016/j.undsp.2024.10.001

Multi-criteria analysis combined with machine learning in risk assessment: a Chinese case
Journal Article published 2025 Oct 2 in Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards volume 19 issue 4 on pages 804 to 823
Authors: Zi-Jie Lin, Tao Yan, Shui-Long Shen
https://doi.org/10.1080/17499518.2025.2570838

Intelligent approach for mucky soil identification during shield tunnelling by enhanced YOLO model
Journal Article published 2025 Jun in Journal of Rock Mechanics and Geotechnical Engineering volume 17 issue 6 on pages 3327 to 3338
Authors: Wei-Wei Zhao, Shui-Long Shen, Tao Yan, Annan Zhou
https://doi.org/10.1016/j.jrmge.2024.09.025

GFII: A new index to identify geological features during shield tunnelling
Journal Article published 2023 Dec in Tunnelling and Underground Space Technology volume 142 on page 105440
Authors: Tao Yan, Shui-Long Shen, Annan Zhou
https://doi.org/10.1016/j.tust.2023.105440

Estimating locations of soil–rock interfaces based on vibration data during shield tunnelling
Journal Article published 2023 Jun in Automation in Construction volume 150 on page 104813
Authors: Shui-Long Shen, Tao Yan, Annan Zhou
https://doi.org/10.1016/j.autcon.2023.104813

Prediction of long-term water quality using machine learning enhanced by Bayesian optimisation
Journal Article published 2023 Feb in Environmental Pollution volume 318 on page 120870
Authors: Tao Yan, Annan Zhou, Shui-Long Shen
https://doi.org/10.1016/j.envpol.2022.120870

Data on prediction of geological characteristics during shield tunnelling in mixed soil and rock ground
Journal Article published 2022 Dec in Data in Brief volume 45 on page 108726
Authors: Tao Yan
https://doi.org/10.1016/j.dib.2022.108726

Method for geological characteristics prediction during shield tunnelling: SCA-GS
Journal Article published 2022 in MethodsX volume 9 on page 101883
Authors: Tao Yan
https://doi.org/10.1016/j.mex.2022.101883

Indices and models of surface water quality assessment: Review and perspectives
Journal Article published 2022 Sep in Environmental Pollution volume 308 on page 119611
Authors: Tao Yan, Shui-Long Shen, Annan Zhou
https://doi.org/10.1016/j.envpol.2022.119611

Identification of geological characteristics from construction parameters during shield tunnelling
Journal Article published 2022 May 28 in Acta Geotechnica volume 18 issue 1 on pages 535 to 551
Authors: Tao Yan, Shui-Long Shen, Annan Zhou
https://doi.org/10.1007/s11440-022-01590-w

Prediction of geological characteristics from shield operational parameters by integrating grid search and K-fold cross validation into stacking classification algorithm
Journal Article published 2022 Aug in Journal of Rock Mechanics and Geotechnical Engineering volume 14 issue 4 on pages 1292 to 1303
Authors: Tao Yan, Shui-Long Shen, Annan Zhou, Xiangsheng Chen
https://doi.org/10.1016/j.jrmge.2022.03.002

Deep learning analysis for energy consumption of shield tunneling machine drive system
Journal Article published 2022 May in Tunnelling and Underground Space Technology volume 123 on page 104405
Authors: Khalid Elbaz, Tao Yan, Annan Zhou, Shui-Long Shen
https://doi.org/10.1016/j.tust.2022.104405

Data on performance and variation index for shield tunnelling through soft deposit
Journal Article published 2021 Jun in Data in Brief volume 36 on page 107103
Authors: Tao Yan, Shui-Long Shen, Annan Zhou, Hai-Min Lyu
https://doi.org/10.1016/j.dib.2021.107103

Construction efficiency of shield tunnelling through soft deposit in Tianjin, China
Journal Article published 2021 Jun in Tunnelling and Underground Space Technology volume 112 on page 103917
Authors: Tao Yan, Shui-Long Shen, Annan Zhou, Hai-Min Lyu
https://doi.org/10.1016/j.tust.2021.103917

A Brief Report of Pingdi Landslide (23 July 2019) in Guizhou Province, China
Journal Article published 2019 Aug 24 in Geosciences volume 9 issue 9 on page 368
Authors: Tao Yan, Shui-Long Shen, An-Nan Zhou, Jun Chen
https://doi.org/10.3390/geosciences9090368