The deformation monitoring of foundation pit by back propagation neural network and genetic algorithm and its application in geotechnical engineering

A Combination of Feature Selection and Random Forest Techniques to Solve a Problem Related to Blast-Induced Ground Vibration

(2020) Zhang et al.   Applied Sciences-Basel

Wall Deflection and Ground Surface Settlement due to Excavation Width and Foundation Pit Classification

(2019) Hongju Xiao et al.   KSCE Journal of Civil Engineering

Application of optimized grey discrete Verhulst–BP neural network model in settlement prediction of foundation pit

(2019) Chuang Zhang et al.   Environmental Earth Sciences

A Precise Prediction of Tunnel Deformation Caused by Circular Foundation Pit Excavation

(2019) Huasheng Sun et al.   Applied Sciences-Basel

Land subsidence susceptibility assessment using random forest machine learning algorithm

(2019) Majid Mohammady et al.   Environmental Earth Sciences

Analysis of the zoning excavation monitoring data of a narrow and deep foundation pit in a soft soil area

(2018) Zhi Ding et al.   Journal of Geophysics and Engineering

Foundation pit displacement monitoring and prediction using least squares support vector machines based on multi-point measurement

(2018) Xiao Li et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Research on prediction model of geotechnical parameters based on BP neural network

(2018) Kai Cui et al.   NEURAL COMPUTING & APPLICATIONS

An Agent-Based Simulation of Deep Foundation Pit Emergency Evacuation Modeling in the Presence of Collapse Disaster

(2018) Weilong Yang et al.   Symmetry-Basel

Support vector regression-based model for prediction of behavior stone column parameters in soft clay under highway embankment

(2017) Qasim A. Aljanabi et al.   NEURAL COMPUTING & APPLICATIONS

Calculation of foundation pit deformation caused by deep excavation considering influence of loading and unloading

(2017) Ming Huang et al.   Journal of Central South University

Neural network ensemble-based parameter sensitivity analysis in civil engineering systems

(2015) M. S. Cao et al.   NEURAL COMPUTING & APPLICATIONS