An estimation of clayey-oriented rock mass material properties, sited in Koropi, Athens, Greece, through feed-forward neural networks

AA Savvides, AA Antoniou, L Papadopoulos, A Monia… - Geotechnics, 2023 - mdpi.com
Rock mechanics and the estimation of their material properties through field tests are
important aspects and challengees in civil and geotechnical engineering. However, this …

Algorithmic Geology: Tackling Methodological Challenges in Applying Machine Learning to Rock Engineering

B Yang, LJ Heagy, J Morgenroth, D Elmo - Geosciences, 2024 - mdpi.com
Technological advancements have made rock engineering more data-driven, leading to
increased use of machine learning (ML). While the use of ML in rock engineering has the …

Is exponential stability achievable in singular perturbed delayed systems with time-varying parameters? A comprehensive analysis

R Chen, M Ouyang, J Zhang, F Masoudinia - Heliyon, 2024 - cell.com
The present article conducts an investigation into the phenomenon of exponential stability
within singular perturbed delayed systems, incorporating time-varying parameters …

Developing rock mass classification method using precise description of joints

C Jin, J Liang, J Cui, Q Wang - Environmental Earth Sciences, 2023 - Springer
Rock mass classification is essential for assessing the quality of macroscopic rock mass and
is the basis for rock mass stability analysis and geotechnical engineering design. The joint …

Semi-automated classification of layered rock slopes using digital elevation model and geological map

H Shang, DH Wang, MY Li, YH Ma, SP Yang… - Open …, 2023 - degruyter.com
Layered rock slopes are the most widely distributed slopes with the simplest structure. The
classification of layered rock slopes is the basis for correctly analyzing their deformation and …