No.3 of Shangyuan Residence Haidian District
Beijing, 100089
China
Beijing Jiaotong University
Tunnel boring machine, rock mass classification, cross feature, model interpretability, feature engineering.
Soil-water characteristic curve, Soil freezing characteristic curve, unfrozen water content, Soil osmotic suction, Frost soil.
Pore water distribution, Nuclear magnetic resonance, SWCC prediction, Unsaturated soil
TBM, Rock condition perception, Data-driven, hybrid drive of knowledge and data model, Machine Learning
Pot cover effect, Water vapor migration, Unsaturated soil, Temperature gradient, Frozen soil
Pot cover effect, Water vapor migration, Unsaturated soil, temperature gradient, Frozen Soil
Hydraulic conductivity, Freezing Front Advancing, Heat Pulse Probe, Segregation Potential Function
Unsaturated frozen soil, Segregation frost heave, Volumetric Ice content, Local strain, Ice saturation
Dynamic pseudo-labeling, Semi-supervised learning, Boulder detection, Shield tunneling, Confidence-aware prediction
Thermal conductivity, Ice content, Heat-Pulse-Probe method, Model analysis
Tunnel boring machine, Tunnel construction, Fractured and weak rock mass, Real-time early warning, Tunnel collapse
Heat pulse probe, Ice content, Unfrozen water, Monte Carlo simulation, Machine learning
DFPI, DTPI, TBM rock-mass classification across diameters, multidimensional Bayesian classification.
Pore water distribution, Nuclear magnetic resonance, SFCC prediction, Saturated soil, Frozen soil
Hydraulic Conductivity, Segregation Potential Function, Freezing Front Advancing, Heat Pulse Probe
Coarse soil, Gradation；Convolutional Neural Network (CNN), Searcher-Analyser Network (SaNet), deep learning, Image Recognition
scale of fluctuation, spatial variability, scale effect, geotechnical excavation parameters
Frozen soil hydraulic conductivity, Transient-state method, Seepage mechanism, Phase change
Photovoltaic sheltered boards, Subgrade temperature field, Permafrost regions, Numerical simulation, Shady-sunny slopes
Hydraulic conductivity, Segregation Potential Function, Freezing Front Advancing, Heat Pulse Probe
