Efficient Bayesian inversion of hydraulic parameters for unsaturated soil slopes using a fine-tuned deep operator network
Shui‐Hua Jiang, Hong-Hu Jie, Peng Lan, Jinsong Huang
Topics & Concepts
Inversion (geology)Bayesian probabilityAlgorithmGeneralizationComputer scienceOperator (biology)Surrogate modelInverse problemRandom fieldBayesian networkMathematical optimizationHydraulic conductivityMathematicsArtificial intelligenceField (mathematics)Uncertainty quantificationStability (learning theory)LimitingInverse transform samplingData miningArtificial neural networkEstimation theoryBayesian inferenceRandom forestHydraulic machineryMachine learningPosterior probabilityData processingGeotechnical Engineering and AnalysisLandslides and related hazardsDam Engineering and Safety