Multilayer perceptron neural network was trained to determine the factor of safety and slip
surface of the slope. Slope geometry is a simple slope based on Korean design standards …

This paper demonstrates safety factor for effective planning at initial stage by utilizing results
on changes of safety factor according to various conditions of slop and examines impacts of …

In Korea, many solar power generation facilities are being installed in mountainous regions,
which cover 70% of the country'area. This study aimed to analyze the slope characteristics of …

The shear strength of weathered granite soils under unsaturated condition was evaluated by
$ K_0 $ consolidated triaxial tests. Various matric suctions in the unsaturated triaxial tests …

One-dimensional rainfall laboratory tests using gneissic weathered soil were conducted to
investigate effect of antecedent rainfall on infiltration characteristics. Experimental results …

Conventional numerical analysis for rainfall-induced slope stability has been estimated by
separating seepage and stress-strain behavior, respectively. Many researchers' models from …

In this study, the slip surface of the slope was predicted using several machine learning
algorithms multilayer perceptron (MLP), XGBoost, and support vector machine (SVM). The …

Approximately 64 percent of Korean territory is covered with mountains, and there is
occurred a continuous mountain disaster such as landslide, debris flow and slope failure …

국토의 70% 가 산지인 우리나라는 많은 태양광 발전 시설이 산지에 설치되고 있다. 본
연구에서는 산지 재해와 관련하여 산지에 설치된 태양광 발전시설의 사면 특성을 분석하기 …

Multilayer perceptron neural network was trained to determine the factor of safety and slip
surface of the slope. Slope geometry is a simple slope based on Korean design standards …