(Including but not limited to the following topics)
Topic 1: Geotechnical Engineering
Geotechnical Mechanics Theory
Soil Mechanics and Foundation
Rock Mechanics
Slope Stability Analysis
Pit and Underground Engineering
Foundation Treatment Technology
Geotechnical Material Constitutive Model Geotechnical engineering investigation
Geotechnical engineering monitoring
Tunnels and underground spaces
Landslide prevention
Seismic geotechnical engineering
Permafrost mechanics
Environmental geotechnical engineering
Geotechnical engineering numerical analysis
Geotechnical engineering disaster prevention and mitigation
Pile foundation engineering
Retaining structure design
Application of geotechnical synthetic materials
Geotechnical engineering case studies
Topic 2: Computational Mechanics
Finite element method
Discrete element method
Boundary element method
Numerical simulation and modeling
Numerical implementation of constitutive models
Multi-field coupling analysis
Nonlinear mechanics calculation
Contact mechanics analysis
Fracture mechanics calculation
Fatigue mechanics calculation
Structural optimization design
Topology optimization
Multiscale mechanics calculation
Computational fluid dynamics
Fluid-solid coupling analysis
Computational mechanics software
High-performance computational mechanics
Mesh generation technology
Error estimation and adaptability
Computational mechanics verification
Topic 3: Machine Learning
Machine learning theory
Supervised learning
Unsupervised learning
Reinforcement learning
Deep learning Neural Network
Support Vector Machine
Decision trees and random forests
Ensemble learning
Cluster analysis
Regression analysis
Feature extraction
Model selection and evaluation
Hyperparameter optimization
Transfer learning
Federated learning
Generative adversarial networks
Graph neural networks
Interpretable machine learning
Machine learning engineering applications