Prediction of geological characteristics from shield operational parameters by integrating grid search and K-fold cross validation into stacking classification algorithm T Yan, SL Shen, A Zhou, X Chen Journal of Rock Mechanics and Geotechnical Engineering 14 (4), 1292-1303, 2022 | 88 | 2022 |
Indices and models of surface water quality assessment: Review and perspectives T Yan, SL Shen, A Zhou Environmental Pollution 308, 119611, 2022 | 82 | 2022 |
Deep learning analysis for energy consumption of shield tunneling machine drive system K Elbaz, T Yan, A Zhou, SL Shen Tunnelling and Underground Space Technology 123, 104405, 2022 | 66 | 2022 |
Construction efficiency of shield tunnelling through soft deposit in Tianjin, China T Yan, SL Shen, A Zhou, HM Lyu Tunnelling and Underground Space Technology 112, 103917, 2021 | 44 | 2021 |
Identification of geological characteristics from construction parameters during shield tunnelling T Yan, SL Shen, A Zhou Acta Geotechnica 18 (1), 535-551, 2023 | 34 | 2023 |
Prediction of long-term water quality using machine learning enhanced by Bayesian optimisation T Yan, A Zhou, SL Shen Environmental Pollution 318, 120870, 2023 | 31 | 2023 |
Estimating locations of soil–rock interfaces based on vibration data during shield tunnelling SL Shen, T Yan, A Zhou Automation in Construction 150, 104813, 2023 | 20 | 2023 |
GFII: A new index to identify geological features during shield tunnelling T Yan, SL Shen, A Zhou Tunnelling and Underground Space Technology 142, 105440, 2023 | 13 | 2023 |
Data on performance and variation index for shield tunnelling through soft deposit T Yan, SL Shen, A Zhou, HM Lyu Data in Brief 36, 107103, 2021 | 9 | 2021 |
A brief report of Pingdi landslide (23 July 2019) in Guizhou province, China T Yan, SL Shen, AN Zhou, J Chen Geosciences 9 (9), 368, 2019 | 8 | 2019 |
Data on prediction of geological characteristics during shield tunnelling in mixed soil and rock ground T Yan Data in Brief 45, 108726, 2022 | 1 | 2022 |
Comprehensive assessment of recent major chemical accidents in China and path to sustainable solutions HY Liang, T Yan, WW Zhao Smart Construction and Sustainable Cities 2 (1), 1, 2024 | | 2024 |
Method for geological characteristics prediction during shield tunnelling: SCA-GS T Yan MethodsX 9, 101883, 2022 | | 2022 |