Frontiers in Built Environment | Geotechnical Engineering

Original Research

Accepted on 21 Aug 2026

Machine Learning-Based Prediction of Pipe Sticking Events in Petroleum Drilling Operations Using Domain-Informed Features and Class-Balanced Ensembles

in Geotechnical Engineering

Aslam Abdullah M
Harishwaran R

Frontiers in Built Environment

Original Research

Published on 21 Aug 2026

Fracture evolution of micritic bioclastic limestone under Brazilian splitting: a comparison between natural and water-saturated states

in Geotechnical Engineering

Zuguo Mo
Maojun Huang
Yong Wu
Enlong Liu
Yongquan Li

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1930382

153 views

Original Research

Published on 21 Aug 2026

Design methodology for high-modulus geocell-reinforced granular foundations under dynamic machine loading: framework and field performance

in Geotechnical Engineering

Arghya Chatterjee
Sanat Pokharel
Cheng Lin

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1895062

458 views

Review

Published on 20 Aug 2026

Geosynthetics in cold-region roads: a state-of-the-art and practice review

in Geotechnical Engineering

Berjees Anisa Ikra
Sanat Pokharel
Arghya Chatterjee
Wuyu Zhang
Cheng Lin

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1895445

701 views

Original Research

Accepted on 17 Aug 2026

Electrical Resistivity for Non-Destructive Durability Assessment of Stabilized Soils under Drying-Wetting Cycles

in Geotechnical Engineering

Yurhee Ahn
Yong-Rak Kim

Frontiers in Built Environment

Original Research

Published on 10 Aug 2026

Development characteristics and prediction model of the water-conducting fractured zone in typical mining-induced structural overburden in the mountainous areas of Southwestern China

in Geotechnical Engineering

Jun Li
Jiawei Wan
Xiang Li
Xingxing Du
Haoyuan Gao
Bin Li

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1920082

295 views

Original Research

Published on 07 Aug 2026

Application of a CNN-LSTM-PINN model for predicting the deviatoric stress of clayey soil under wetting-drying cycles

in Geotechnical Engineering

Xianye Zheng
Shengfa Liang
Yue Weng
Peng Cui
Jiaming Zhao

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1909011

399 views

Original Research

Published on 05 Aug 2026

Strain-dependent slope stability analysis based on an anisotropic hypoplastic model

in Geotechnical Engineering

Zhenqiang Jiang
Dong Liao
Baojian Li

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1838762

605 views

Review

Accepted on 04 Aug 2026

Auxiliary ventilation in underground mines: state-of-the-art, emerging challenges and new research trends

in Geotechnical Engineering

Mikhail Semin
Grigoriy Faynburg
Lev Levin

Frontiers in Built Environment

216 views

Original Research

Published on 03 Aug 2026

Study on the damage evolution of red-bed soft rock in foundation pits under the coupled influence of drying-wetting cycles and cyclic disturbance

in Geotechnical Engineering

Ni Liao
Yanru Zhang

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1901838

299 views

Original Research

Accepted on 29 Jul 2026

Pore Water Pressure Fluctuation in Vacuum-Preloaded Marine Soft Clay: Effects of Bound Water and Particle Migration

in Geotechnical Engineering

Yueqin Wu
Dengheng Zheng
Chenglong Jiao
Xiaobin Xu

Frontiers in Built Environment

156 views

Original Research

Published on 24 Jul 2026

Calculation of effective constitutive stiffness matrices for a geocell layer and analysis of reinforcement mechanisms in geocell-reinforced embankments

in Geotechnical Engineering

Changjun Yin
Ahmed Adam Khalifa Gowi
Yufan Luo
Mingzhe Zhai
Junjia Shi
Zhiyong Sun

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1841457

734 views

Review

Published on 24 Jul 2026

Modeling thermal behavior of buried subsea power cables: a review of deterministic, data-driven, and hybrid approaches

in Geotechnical Engineering

Shahbaz Ahmad
Zarghaam Haider Rizvi
Frank Wuttke

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1836114

1,148 views

Review

Published on 08 Jul 2026

Overview of blowout preventers systems and predictive analytics using machine learning: a review

in Geotechnical Engineering

B. Naveen Kumar
M. Aslam Abdullah

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1856289

799 views

Original Research

Published on 07 Jul 2026

Establishment of bearing formula and numerical study of mechanical behavior of multi-parameter coupled spiral pile

in Geotechnical Engineering

Zeng Fanxing
Jiang Wen
Yang Guang
Hu Wenbo
Chen Yin
Xiao Yun
Liu Liyun
Pan Deng
Xia Yuanyou

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1804487

1,047 views

Original Research

Published on 26 Jun 2026

Field monitoring and numerical simulation study on the long-term response of rainfall and groundwater in collapsible loess areas

in Geotechnical Engineering

Chen Quanjie
Wang Yuchen
Liu Gen
Xia Min

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1821031

634 views

Original Research

Published on 24 Jun 2026

Hybrid machine learning and 3D numerical modeling-based multi-objective optimization of geosynthetic-reinforced pile-supported embankments

in Geotechnical Engineering

Ammar Alnmr
Rashad Alsirawan
Haidar Hosamo
Edina Koch
Ali Tawalo
Ola Ismail
Yazid Chetbani

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1829950

1,390 views

Original Research

Published on 24 Jun 2026

Experimental study on physical model of pile-soil mechanical behavior of spiral piles regenerated from phosphogypsum-based solid waste

in Geotechnical Engineering

Zeng Fanxing
Jiang Wen
Yang Guang
Hu Wenbo
Chen Yin
Pan Jun
Pan Deng
Xia Yuanyou

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1806678

1,040 views

Original Research

Published on 19 Jun 2026

Investigating the role of silt content in the undrained instability and static liquefaction susceptibility of Guangzhou silty sand

in Geotechnical Engineering

Kangming Lou
Jiaming Huang
Hailong Hu
Qianlan Chen
Zhu Liang

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1850378

685 views

Original Research

Published on 18 Jun 2026

A geosynthetics approach for multifunctional ecological performance on bare building surfaces

in Geotechnical Engineering

Xiangbin Xie
Gengxin Yang
Zhao Liu
Yelin Tang
Jun Guo
Jiajun Liao
Zhuoxuan Chen
Junhao Ye
Tong Li

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1852181

799 views

Original Research

Published on 18 Jun 2026

Unsupervised learning for real-time detection of pre-bit pressure variations in drilling operations

in Geotechnical Engineering

Prabhat Singh
Bushitha Vickram
Annmaria Benny
Kadeeja Mariyam
Sudakshina Dan
Aslam Abdullah M

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1823401

1,344 views

Original Research

Published on 17 Jun 2026

Assessment of liquefaction potential of palar sand blended with rubber tire using cyclic triaxial testing

in Geotechnical Engineering

Akshaya Gangayya Ghalimath
Visuvasam Joseph Antony

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1818803

902 views

Original Research

Published on 17 Jun 2026

Directional response and field deployment of distributed acoustic sensing cables in near-horizontal coal-mine boreholes

in Geotechnical Engineering

Lin Cong
Jingjin Lu
Jianhua Duan
Rui Zhang

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1869882

874 views

Opinion

Published on 12 Jun 2026

Toward a hybrid machine Learning–physics framework for cohesive soil erosion in climate-resilient civil infrastructure

in Geotechnical Engineering

Jun Xu
Shihao Huang

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1872265

863 views

143 articles

articles

Machine Learning-Based Prediction of Pipe Sticking Events in Petroleum Drilling Operations Using Domain-Informed Features and Class-Balanced Ensembles

Fracture evolution of micritic bioclastic limestone under Brazilian splitting: a comparison between natural and water-saturated states

Design methodology for high-modulus geocell-reinforced granular foundations under dynamic machine loading: framework and field performance

Geosynthetics in cold-region roads: a state-of-the-art and practice review

Electrical Resistivity for Non-Destructive Durability Assessment of Stabilized Soils under Drying-Wetting Cycles

Development characteristics and prediction model of the water-conducting fractured zone in typical mining-induced structural overburden in the mountainous areas of Southwestern China

Application of a CNN-LSTM-PINN model for predicting the deviatoric stress of clayey soil under wetting-drying cycles

Strain-dependent slope stability analysis based on an anisotropic hypoplastic model

Auxiliary ventilation in underground mines: state-of-the-art, emerging challenges and new research trends

Study on the damage evolution of red-bed soft rock in foundation pits under the coupled influence of drying-wetting cycles and cyclic disturbance

Pore Water Pressure Fluctuation in Vacuum-Preloaded Marine Soft Clay: Effects of Bound Water and Particle Migration

Calculation of effective constitutive stiffness matrices for a geocell layer and analysis of reinforcement mechanisms in geocell-reinforced embankments

Modeling thermal behavior of buried subsea power cables: a review of deterministic, data-driven, and hybrid approaches

Overview of blowout preventers systems and predictive analytics using machine learning: a review

Establishment of bearing formula and numerical study of mechanical behavior of multi-parameter coupled spiral pile

Field monitoring and numerical simulation study on the long-term response of rainfall and groundwater in collapsible loess areas

Hybrid machine learning and 3D numerical modeling-based multi-objective optimization of geosynthetic-reinforced pile-supported embankments

Experimental study on physical model of pile-soil mechanical behavior of spiral piles regenerated from phosphogypsum-based solid waste

Investigating the role of silt content in the undrained instability and static liquefaction susceptibility of Guangzhou silty sand

A geosynthetics approach for multifunctional ecological performance on bare building surfaces

Unsupervised learning for real-time detection of pre-bit pressure variations in drilling operations

Assessment of liquefaction potential of palar sand blended with rubber tire using cyclic triaxial testing

Directional response and field deployment of distributed acoustic sensing cables in near-horizontal coal-mine boreholes

Toward a hybrid machine Learning–physics framework for cohesive soil erosion in climate-resilient civil infrastructure