Deep learning-based landslide susceptibility mapping

Mohammad Azarafza, Mehdi Azarafza, Haluk Akgün, +2

Scientific Reports

Rock SlideConvolutional Neural NetworkEngineeringMachine LearningAutoencoders +17

Riverside Landslide Susceptibility Overview: Leveraging Artificial Neural Networks and Machine Learning in Accordance with the United Nations (UN) Sustainable Development Goals

Yaser A. Nanehkaran, Biyun Chen, Ahmed Cemiloglu, +4

Water

Rock SlideEngineeringMachine LearningGeomorphologyNatural Hazard Assessment +18

Landslide Susceptibility Assessment by Using Convolutional Neural Network

Shahrzad Nikoobakht, Mohammad Azarafza, Haluk Akgün, +1

Applied Sciences

Geotechnical EngineeringHydrogeologyConvolutional Neural NetworkRock SlideSusceptibility Mapping +13

Comparative Analysis for Slope Stability by Using Machine Learning Methods

Yaser A. Nanehkaran, Li-Cai Zhu, Jin Chengyong, +4

Applied Sciences

EngineeringMachine LearningRock SlopeSlope EngineeringEarth Science +16

Landslide Susceptibility Assessment for Maragheh County, Iran, Using the Logistic Regression Algorithm

Ahmed Cemiloglu, Li-Cai Zhu, Agab Bakheet Mohammednour, +2

Land

Rock SlideLandslide Susceptibility AssessmentLogistic Regression AlgorithmEngineeringRock Slope +13

Application of Machine Learning Techniques for the Estimation of the Safety Factor in Slope Stability Analysis

Yaser A. Nanehkaran, Tolga Pusatlı, Jin Chengyong, +4

Water

Rock SlideEngineeringRock SlopeSlope EngineeringSafety Science +26

Utilizing Hybrid Machine Learning and Soft Computing Techniques for Landslide Susceptibility Mapping in a Drainage Basin

Yimin Mao, Yican Li, Fei Teng, +3

Water

Rock SlideHydrological PredictionEngineeringMachine LearningGeomorphology +22

Development of a 2D and 3D computational algorithm for discontinuity structural geometry identification by artificial intelligence based on image processing techniques

Mohammad Azarafza, Akbar Ghazifard, Haluk Akgün, +1

Bulletin of Engineering Geology and the Environment

Artificial IntelligenceEngineeringMechanical EngineeringShape AnalysisComputer-aided Design +14

Support Vector Machine (SVM) Application for Uniaxial Compression Strength (UCS) Prediction: A Case Study for Maragheh Limestone

Ahmed Cemiloglu, Li-Cai Zhu, Sibel Arslan, +4

Applied Sciences

Rock TestingEngineeringMechanical EngineeringRock MaterialsGeophysical Engineering +18

Numerical modeling of discontinuous rock slopes utilizing the 3DDGM (three-dimensional discontinuity geometrical modeling) method

Mohammad Azarafza, Ebrahim Asghari-Kaljahi, Haluk Akgün

Bulletin of Engineering Geology and the Environment

Geotechnical EngineeringGeometric ModelingRock SlideDiscontinuous Rock SlopesEngineering +11