138TC309

Machine learning for predicting soil penetrometric profiles: key challenges and feature engineering

Eduardo Martínez García, Marcos García Alberti, Antonio Alfonso Arcos Álvarez

250TC309

Leveraging machine learning for enhanced load-settlement curve prediction of large-diameter piles in the Nile and Delta geoformations

Hoda H. Mostafa, Mona B. Anwar, Mahmoud F. Awad Allah, Maggie Mashaly, Ziad A. Mostafa, Shehab S. Agaiby

505TC309

Integration of machine learning and physics-based approaches to analyse the stability of flooded mine shafts during geothermal heat extraction

Chamini S Waravita, W G P Kumari, Jayan S Vinod

515TC309

Leveraging AI to Analyze Unstructured Site Investigation Reports in South Korea

Eomzi Yang, Jin-Tae Han, Byeong-Soo Yoo

579TC309

A physics-informed neural network to simulate granular soil behavior

Merita Tafili, Nazanin Irani, Mohammad Salimi, Torsten Wichtmann

581TC309

A machine learning approach to site classification

Charles MacRobert, Armand Brits

616TC309

Performance prediction of track granular materials using machine learning approaches with an emphasis on input parameter selection

Rakesh Sai Malisetty, Buddhima Indraratna, Srinivas Alagesan, Haydn Hunt, Yujie Qi, Tim Neville

621TC309

Discovering the shape of jet-grouting columns by thermal back analysis – application of ANN surrogate models

Marek Wojciechowski

670TC309

Surrogate model of cofferdams based on physics informed neural networks

Kacper Cerek, Marek Wojciechowski, Elnaz Hadjiloo, Jürgen Grabe

706TC309

Explainable artificial intelligence (XAI)-driven insights into the strength of cement-stabilized soils

Muhammad Hasnain Ayub Khan, Olivier Cuisinier, Adel Abdallah

730TC309

A Database-Driven and Machine Learning-Based Approach for Estimating Consolidation Parameters and Drainage Conditions Using CPTu Data

Iman Entezari, James Sharp, Dallas McGowan, Jason DeJong

793TC309

Improving Reliability of Slope Stability Predictions through Physics-Informed Machine Learning

Ekansh Agarwal, Te Pei, Ning Luo

796TC309

Evaluating an unsupervised clustering-based approach for stratigraphic interpretation of Piezocone Penetration Testing (PCPT) data with statistical validation

Ivan Cazarez, Yu Hin Wong, Muhamad Safrizal Haji Kasri, Frederick Linley, Toby Masters, Nivethan Kanagarasa, George McElroy

963TC309

Advancing Safety Risk Assessment in Subsea Tunnel Excavation: A Digital Twin Framework Integrating Computer Vision and Material Point Method

Mingliang Zhou, Jie Xu, Zeyu Li, Qihao Jiang, Dongming Zhang, Hongwei Huang

970TC309

Automatic and Manual Back-analysis for Embedded Retaining wall in Stiff Clay

Zoe Chan, Truong Le, David Foo, Paul Bailie, Jamie Standing, Ningxin Yang

980TC309

Performance of Factors and Application of Graph Neural Networks in Landslide Susceptibility Assessment: A Case Study in Taiwan

Yi-Min Huang, Wei-Hao Huang, Tsung-Hsin Yeh

1090TC309

Generative AI for development of 3D subsurface stratigraphic models from limited site-specific borehole data and geophysical data

Yu Wang, Borui Lyu

1091TC309

Enhancing Pile Bearing Capacity Prediction for Prebored and Precast PHC Piles Using AI Models

Seunghwan Seo, Moonkyung Chung

1107TC309

Optimizing Geotechnical Site Investigation Strategies Using Random Forest and k-Nearest Neighbors for Shallow Foundation Design

Ardy Arsyad, Mark Jaksa

1117TC309

Data-driven prediction of soil compression behaviour using LSTM neural networks

Kacper Cerek, Elnaz Hadjiloo, Jürgen Grabe

1149TC309

Preprocessing of MWD Data for Data-Driven Modeling: Advancing Techniques for Handling Missing Data

Franziska Klein, Alla Sapronova, Thomas Marcher

1277TC309

From in-situ tests to probabilistic and sensitivity analysis using FEA and surrogate modelling

Ashraf Zekri, Ronald Brinkgreve

1305TC309

Interpretable Artificial Intelligence for Subsidence Mapping Using City-Scale Geotechnical and Infrastructure Features

Homin Park, Yongmin Kim, Yuanshen Chua, Junghwan Kim, Taesik Kim, Ho Choi

1314TC309

Data-driven discovery of rheological model for steady-state and transient granular flows

Xu Han, Fiona C.Y.Kwok, Lu Jing, Gengchao Yang, Yuri Dumaresq Sobral

1502TC309

Bio-inspired algorithm for automated planning of ground investigations along linear construction projects: Balancing impact minimization and regulatory compliance

Lennart Rein, Torben Treffeisen, Andreas Henk

1593TC309

Geo-ML: An online toolkit for probabilistic analysis of geotechnical assets using machine learning techniques

Surya Sarat Chandra Congress, Raja Jaladurgam, Anas Hani Shaaban

1697TC309

Superposition of Random Fields to model multi-output CPTu spatial variability

Stefano Collico, Lluís Monforte, Dani Tarragó, Amadeu Deu

1872TC309

Geo-risk assessment using GroundIQ® solution: Case histories on artificial intelligence-based method for 3D ground modelling

Simon Feller, Jean-François Vanden Berghe, Alexandre Boleve, Malek Allani

2035TC309

Use of computational design for analysing large CPT datasets for verification of ground improvement on high fill embankments

Gabi Wojtowitz, Andre Broekman, Blaine Verhage, Hannes Taljaard

2176TC309

Application of Artificial Intelligence in Geotechnical Engineering: A Literature Review on Advances, Challenges, and Opportunities

Mayssa Alves da Silva, Carmen Dias Castro

2385TC309

Proposal of estimation model for clay consolidation behavior using artificial neural networks and monte carlo cross-validation

Kazuhiro ODA