Prediction of tunneling-induced ground surface settlement within composite strata using multi-physics-informed neural network
PAN Qiu-jing1, WU Hong-tao1, ZHANG Zi-long1, SONG Ke-zhi2
1. School of Civil Engineering, Central South University, Changsha, Hunan 410075, China
2. School of Civil Engineering, Ludong University, Yantai, Shandong 264025, China
Online:2024-02-19
Published:2024-04-01
Contact:
SONG Ke-zhi, male, born in 1970, PhD, Professor, PhD supervisor, mainly engaged in teaching and research work on tunnels and underground engineering. E-mail:ytytskz@126.com
About author:PAN Qiu-jing, born in 1987, PhD, Professor, PhD supervisor, research interests: Shield tunneling mechanics and intelligent decision-making. E-mail:qiujing.pan@csu.edu.cn
Supported by:
the National Natural Science Foundation of China (51978322, 52108388, 52378424), the Science and Technology Innovation Program of Hunan Province (2021RC3015) and the Natural Science Foundation of Hunan Province (2022JJ40611).
PAN Qiu-jing, WU Hong-tao, ZHANG Zi-long, SONG Ke-zhi, . Prediction of tunneling-induced ground surface settlement within composite strata using multi-physics-informed neural network[J]. Rock and Soil Mechanics, 2024, 45(2): 539-551.