An integrated machine learning framework with uncertainty quantification for three-dimensional lithological modeling from multi-source geophysical data and drilling …

Z Zhang, G Wang, EJM Carranza, C Liu, J Li, C Fu… - Engineering …, 2023 - Elsevier
Nowadays, it is commonplace for geological surveys to integrate multi-source geophysical
data and drilling data in order to construct three-dimensional (3D) lithological models. In this …

Influence of data quality on the performance of supervised classification models for predicting gravelly soil liquefaction

J Hu, J Wang - Engineering Geology, 2023 - Elsevier
Data quality greatly affects the performance of machine learning models for predicting
gravelly soil liquefaction. Therefore, this study quantifies the impact of data quality …

Seismic displacement analysis of slope reinforced by frame prestressed anchor rod structure

Z Wang, Z Zhang, G Dai, Y Zhou, T Su, T Ma - Soil Dynamics and …, 2024 - Elsevier
Instability of slope induced by earthquake seriously affects casualties and property losses
and hinders earthquake rescue, so the study of slope displacement under earthquake is of …

A methodological framework of landslide quantitative risk assessment in areas with incomplete historical landslide information

X Li, JL Cheng, DH Yu - Journal of Mountain Science, 2023 - Springer
Landslide risk assessment (LRA) is of great significance to hazard prevention and
mitigation. However, the historical landslide information is incomplete in most areas, which …

Regional scale assessment of the seismic performance of natural slopes

F Rollo, S Rampello - Japanese Geotechnical Society Special …, 2024 - jstage.jst.go.jp
This paper analyses the seismic response of natural slopes within a probabilistic framework
with reference to the Italian seismicity. Once combined with a proper semi-empirical …

[HTML][HTML] A consistent terminology to communicate ground-related uncertainty

GH Erharter, S Lacasse, F Tschuchnigg… - Engineering …, 2024 - Elsevier
Engineering geology is highly affected by uncertainty related to geology, geotechnical
parameters, models and methods. While the technical aspects of ground-related uncertainty …