专题：Tunneling and Rock Mechanics

This cluster of papers focuses on the prediction of Tunnel Boring Machine (TBM) performance in hard rock conditions, utilizing rock mass properties, rock fragmentation, and machine learning techniques. It also includes research on risk assessment, numerical simulation, and the influence of geological conditions on TBM performance.
最新文献
Fusion of finite element and machine learning methods to predict rock shear strength parameters

article Full Text OpenAlex

Physics-Informed Neural Networks-Based Online Excavation Trajectory Planning for Unmanned Excavator

article Full Text OpenAlex

Analytical Solution for Longitudinal Seismic Responses of Circular Tunnel Crossing Fault Zone

article Full Text OpenAlex

DEM analysis of heat generation and transfer during granular flow in a rotating drum

article Full Text OpenAlex

The rock-breaking performance of the special-shaped PDC cutter under combined penetration and cutting

article Full Text OpenAlex

Improvement of wire marks on the surface of Si3N4 ceramics cut by diamond wire saw

article Full Text OpenAlex

High Temperature Graphitization of Diamond during Heat Treatment in Air and in a Vacuum

article Full Text OpenAlex

A Rigorous Examination of Twelve Cutting-Edge Machine-Learning Techniques for Predicting Time and Cost in Tunneling Projects

article Full Text OpenAlex

Sustainable Drilling Fluids: A Review of Nano-Additives for Improved Performance and Reduced Environmental Impact

review Full Text OpenAlex

Hard rock fragmentation by dynamic conical pick indentation under confining pressure

article Full Text OpenAlex

近5年高被引文献
Performance evaluation of hybrid WOA-XGBoost, GWO-XGBoost and BO-XGBoost models to predict blast-induced ground vibration

article Full Text OpenAlex 421 FWCI42.25046746

Cryogenic minimum quantity lubrication machining: from mechanism to application

article Full Text OpenAlex 280 FWCI28.71804506

Application of artificial intelligence in geotechnical engineering: A state-of-the-art review

review Full Text OpenAlex 272 FWCI49.82530114

Advancements in material removal mechanism and surface integrity of high speed metal cutting: A review

review Full Text OpenAlex 264 FWCI22.15392047

Prediction of Compressive Strength of Fly Ash Based Concrete Using Individual and Ensemble Algorithm

article Full Text OpenAlex 245 FWCI25.79481639

Prediction of cement-based mortars compressive strength using machine learning techniques

article Full Text OpenAlex 229 FWCI21.56392058

Real-time prediction of rock mass classification based on TBM operation big data and stacking technique of ensemble learning

article Full Text OpenAlex 213 FWCI20.19911548

Review on design and development of cryogenic machining setups for heat resistant alloys and composites

article Full Text OpenAlex 195 FWCI19.45794073

Hard-rock tunnel lithology prediction with TBM construction big data using a global-attention-mechanism-based LSTM network

article Full Text OpenAlex 174 FWCI17.33302477

Systematic review on tool breakage monitoring techniques in machining operations

article Full Text OpenAlex 174 FWCI21.51497496