Deep learning-based probabilistic slope stability analysis considering spatial variability of soils and saturated seepage
Zheng‐Wei Li, Wenping Gong, Zilong Zhang, Cosmin Anitescu, Tianzheng Li, Timon Rabczuk
Topics & Concepts
DiscretizationProbabilistic logicStability (learning theory)Monte Carlo methodProbabilistic analysis of algorithmsSpatial variabilityRandom fieldGeotechnical engineeringRandom variableSlope stabilityHydrogeologySurrogate modelField (mathematics)Soil waterMathematicsVariable (mathematics)Slope stability analysisArtificial neural networkReliability (semiconductor)Uncertainty analysisProbabilistic methodGeologyComputer simulationConvolutional neural networkPartial differential equationAlgorithmNumerical stabilityGeotechnical Engineering and AnalysisLandslides and related hazardsDam Engineering and Safety