Reliable prediction for TBM energy consumption during tunnel excavation: A novel technique balancing explainability and performance DOI Creative Commons
Wenli Liu, Yafei Qi, Fenghua Liu

et al.

Underground Space, Journal Year: 2024, Volume and Issue: unknown

Published: Dec. 1, 2024

Language: Английский

Mitigating potential risk via counterfactual explanation generation in blast-based tunnel construction DOI
Fenghua Liu, Wenli Liu,

Jiajing Liu

et al.

Advanced Engineering Informatics, Journal Year: 2025, Volume and Issue: 65, P. 103227 - 103227

Published: March 6, 2025

Language: Английский

Citations

1

Causality-Guided Explainable Deep-Learning Model for Managing Tunnel-Induced Ground Settlement Risks DOI

Wenli Liu,

Fenghua Liu, Peter E.D. Love

et al.

Journal of Computing in Civil Engineering, Journal Year: 2025, Volume and Issue: 39(4)

Published: March 22, 2025

Language: Английский

Citations

0

Developing an explainable artificial intelligent (XAI) model for predicting pile driving vibrations in Bangkok’s subsoil DOI
Sompote Youwai,

Anuwat Pamungmoon

Neural Computing and Applications, Journal Year: 2025, Volume and Issue: unknown

Published: April 21, 2025

Language: Английский

Citations

0

Optimization of the shotcrete spraying process in blast-based tunnel construction: Insights for enhancing spraying quality DOI
Fenghua Liu,

Jiajing Liu,

Botao Zhong

et al.

Automation in Construction, Journal Year: 2025, Volume and Issue: 175, P. 106234 - 106234

Published: May 1, 2025

Language: Английский

Citations

0

Upward propagation of ground disturbance induced by water–sand inrush into a defective tunnel in a dual-stratum geological condition DOI
Zhifu Shen, Yixin Zhao, Yang Lv

et al.

Tunnelling and Underground Space Technology, Journal Year: 2025, Volume and Issue: 158, P. 106422 - 106422

Published: Jan. 25, 2025

Language: Английский

Citations

0

Reliable prediction for TBM energy consumption during tunnel excavation: A novel technique balancing explainability and performance DOI Creative Commons
Wenli Liu, Yafei Qi, Fenghua Liu

et al.

Underground Space, Journal Year: 2024, Volume and Issue: unknown

Published: Dec. 1, 2024

Language: Английский

Citations

2