Experimental and numerical research of crack propagation process and energy dissipation law of grouting specimens under radial impact load

CX Zhu, JX Sun, J Gong, FE Wang - Frontiers in Earth Science, 2023 - frontiersin.org
Different air pressures are used to conduct an impact test based on the split Hopkinson
pressure bar (SHPB) test system to study the crack evolution process and energy dissipation …

Image-based methods for automatic identification of elongated and flat aggregate particles

Z Chen, Y Jia, S Wang, Z Wei, Y Gao, X Huang… - … and Building Materials, 2023 - Elsevier
The content of elongated and flat aggregates is a critical detection index in road
engineering. In this study, using image sequences of falling aggregates, two multi-view …

A Study of Forecasting the Nephila clavipes Silk Fiber's Ultimate Tensile Strength Using Machine Learning Strategies

H Shin, T Yoon, J You, S Na - Journal of the Mechanical Behavior of …, 2024 - Elsevier
Recent advancements in biomaterial research conduct artificial intelligence for predicting
diverse material properties. However, research predicting the mechanical properties of …

[HTML][HTML] Symbolic regression based prediction of anisotropic closure in deep tunnels

LM Guayacán-Carrillo, J Sulem - Computers and Geotechnics, 2024 - Elsevier
This work investigates the applicability of Genetic Programming with Symbolic Regression to
analyse the closure evolution of tunnels during and after excavation. Special attention is …

Evaluation of Jacking Forces in Weathered Phyllite Based on In Situ Pressuremeter Testing and Deep Learning

LY Yeo, F Phangkawira, PG Kueh, SH Lee, CS Choo… - Geosciences, 2024 - mdpi.com
Pipe jacking is a trenchless technology used to install buried pipelines, such as sewer lines
in wastewater management systems. Existing mechanistic approaches based on …

Developing Hybrid DMO-XGBoost and DMO-RF Models for Estimating the Elastic Modulus of Rock

W Lin, L Liu, G Zhao, Z Jian - Mathematics, 2023 - mdpi.com
Accurate estimation of the elastic modulus (E) of rock is critical for the design of geotechnical
projects such as mining, slopes, and tunnels. However, the determination of rock …

A framework for estimating the matric suction in unsaturated soils using multiple artificial intelligence techniques

J Wang, S Vanapalli - … for Numerical and Analytical Methods in …, 2024 - Wiley Online Library
Implementation of the state‐of‐the‐art understanding of the mechanics of unsaturated soils
into geotechnical engineering practice is partly limited due to the lack of quick, reliable, and …

Feature Visualization Using a Deep Learning Technique with Attention-Based Mechanism for Pipe Jacking through “Soft Rocks”

L Yen Yeo, P Gee Kueh, C Siung Choo, S Han Lee… - Geo-Risk …, 2023 - ascelibrary.org
In pipe jacking operations, the prediction of jacking forces has been the subject of several
studies. Many established jacking force models are based on the strength properties of the …

Contribution of ChatGPT and Similar Generative Artificial Intelligence in Geotechnical Engineering and Soil Mechanics

N Rane, S Choudhary, J Rane - Available at SSRN 4681735, 2024 - papers.ssrn.com
This research study investigates the influence of ChatGPT on geotechnical engineering and
soil mechanics. Positioned as an advanced language model, ChatGPT has emerged as a …

Transforming the Civil Engineering Sector with Generative Artificial Intelligence, such as ChatGPT or Bard

N Rane, S Choudhary, J Rane - Available at SSRN 4681718, 2024 - papers.ssrn.com
The infusion of generative artificial intelligence (AI) stands out as a transformative influence
in civil engineering, reshaping conventional methodologies and elevating the effectiveness …