SLP-AIM-008 — Artificial Intelligence and Machine Learning in Slope Engineering, Data-Driven Stability Prediction, Surrogate Modelling, Generative AI, Transfer Learning, and Intelligent Engineering Decision Support
Description
This theme investigates the application of artificial intelligence, machine learning, and advanced data analytics to slope stability assessment, landslide prediction, failure mode classification, geotechnical parameter estimation, and engineering decision-making. It covers artificial neural networks, backpropagation neural networks, Gaussian process models, ensemble learning, boosting algorithms, hybrid optimization methods, transfer learning, surrogate modelling, and emerging generative artificial intelligence applications.