ANN deformation prediction model for deep foundation pit with considering the influence of rainfall

X Wei, S Cheng, R Chen, Z Wang, Y Li - Scientific Reports, 2023 - nature.com
Deep foundation pits involving complex soil–water-structure interactions are often at a high
risk of failure under heavy rainfall. Predicted deformation is an important index for early risk …

[HTML][HTML] Thickness characterization of steel plate coating materials with terahertz time-domain reflection spectroscopy based on BP neural network

X Jiang, Y Xu, H Hu - Sensors, 2024 - mdpi.com
Accurate monitoring of steel plate coating thickness is crucial in construction quality control
and durability assessments. To address this challenge, this study introduces a terahertz time …

[HTML][HTML] Nonlinear Evolutionary Pattern Recognition of Land Subsidence in the Bei**g Plain

M Lyu, X Li, Y Ke, J Jiang, Z Sun, L Zhu, L Guo, Z Xu… - Remote Sensing, 2024 - mdpi.com
Bei**g is a city on the North China Plain with severe land subsidence. In recent years,
Bei**g has implemented effective measures to control land subsidence. Since this …

IoT-Enabled Risk Warning and Maintenance Strategy Optimization for Tunnel-Induced Ground Settlement

H Dui, X Dong, X Wu, L Chen… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
With the continuous development of underground space, the vigorous development of
underground rail transport has become an effective way to relieve the pressure of urban …

Evaluation of Land Subsidence Susceptibility in Kunming Basin Based on Remote Sensing Interpretation and Convolutional Neural Network

F Wang, A Fa-you, C Zhu, H Zhang, R He… - Recent Patents on …, 2025 - benthamdirect.com
Objective This study aims to utilize the Machine Learning (ML) model to produce high-
precision maps of urban ground subsidence susceptibility, providing a scientific basis for …

[HTML][HTML] Evaluation of subsidence phenomenon by Multilayer Perceptron Artificial Neural Network (Case Study: Dehgolan Plain, Kurdistan Province, Iran)

SM Hosseini, M Isari, J Bahrami, S Karimi… - Environment and Water …, 2025 - jewe.ir
Subsidence poses a significant management challenge, causing damage to infrastructure,
energy transmission lines, buildings, soil stability, and leading to the formation of sinkholes …