Underground Space

Papers
(The TQCC of Underground Space is 14. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-03-01 to 2024-03-01.)
ArticleCitations
Soft computing approach for prediction of surface settlement induced by earth pressure balance shield tunneling126
Estimation of the TBM advance rate under hard rock conditions using XGBoost and Bayesian optimization120
Deformation analysis and safety assessment of existing metro tunnels affected by excavation of a foundation pit78
Underground space use of urban built-up areas in the central city of Nanjing: Insight based on a dynamic population distribution69
Systems approaches to urban underground space planning and management – A review62
Stability analysis of underground mine hard rock pillars via combination of finite difference methods, neural networks, and Monte Carlo simulation techniques59
Developments and research directions in pipe jacking and microtunneling52
Future cities, resilient cities – The role of underground space in achieving urban resilience52
Centrifuge modelling of tunnelling below existing twin tunnels with different types of support51
Assessment of basal heave stability for braced excavations in anisotropic clay using extreme gradient boosting and random forest regression50
Rockburst in underground excavations: A review of mechanism, classification, and prediction methods48
Scientific problems and research proposals for Sichuan–Tibet railway tunnel construction46
Use of soft computing techniques for tunneling optimization of tunnel boring machines43
Prediction of lining response for twin tunnels constructed in anisotropic clay using machine learning techniques42
Tunneling and deep excavations in spatially variable soil and rock masses: A short review42
Design equation for stability of a circular tunnel in anisotropic and heterogeneous clay41
Variation of hydro-environment during past four decades with underground sponge city planning to control flash floods in Wuhan, China: An overview38
TBM penetration rate prediction based on the long short-term memory neural network38
Evaluation of the propensity of strain burst in brittle granite based on post-peak energy analysis38
Long rectangular box jacking project: A case study38
Effect of rock bolt support mechanism on tunnel deformation in jointed rockmass: A numerical approach32
Intelligent rockburst prediction model with sample category balance using feedforward neural network and Bayesian optimization32
Unpacking data-centric geotechnics32
Analysis of a tunnel failure caused by leakage of the shield tail seal system30
Numerical simulation and analysis of the pile underpinning technology used in shield tunnel crossings on bridge pile foundations30
Novel SfM-DLT method for metro tunnel 3D reconstruction and Visualization28
Effects of underground explosions on soil and structures28
Stability of active trapdoors in axisymmetry27
Neural network and support vector machine models for the prediction of the liquefaction-induced uplift displacement of tunnels26
An improved artificial bee colony-random forest (IABC-RF) model for predicting the tunnel deformation due to an adjacent foundation pit excavation26
A review on effects of different factors on gas explosions in underground structures25
Three-dimensional theoretical analysis of seepage field in front of shield tunnel face25
Stability analysis on tunnels with karst caves using the distinct lattice spring model25
Fragility assessment of tunnels in soft soils using artificial neural networks24
Seismic behaviors of utility tunnel-soil system: With and without joint connections23
Prediction of interfaces of geological formations using the multivariate adaptive regression spline method22
Effects of jet grouting slabs on responses for deep braced excavations22
Significance and methodology: Preprocessing the big data for machine learning on TBM performance22
3D reconstruction and automatic leakage defect quantification of metro tunnel based on SfM-Deep learning method21
Numerical investigations on the seismic response of a subway tunnel embedded in spatially random clays21
Artificial neural network with a cross-validation approach to blast-induced ground vibration propagation modeling21
Influence of permeability anisotropy of seepage flow on the tunnel face stability20
State of the art review of the large deformation rock bolts20
Longitudinal mechanical response of tunnels under active normal faulting20
Interpretation of pipe-jacking and lubrication records for drives in silty soil20
Surface settlements induced by twin tunneling in silty sand19
Estimation of hydraulic parameters from pumping tests in a multiaquifer system19
Large deformations in deep tunnels excavated in weak rocks: Study on Y-Basque high-speed railway tunnels in northern Spain18
Response of operating metro tunnels to compensation grouting of an underlying large-diameter shield tunnel: A case study in Hangzhou18
Multi-objective optimization-based prediction of excavation-induced tunnel displacement18
Experimental and numerical studies of the blast-induced overbreak and underbreak in underground roadways18
Undrained stability of active trapdoors in two-layered clays18
Groundwater-related aspects during the development of deep excavations below the water table: A short review18
Uncertainty quantification and reduction in the characterization of subsurface stratigraphy using limited geotechnical investigation data18
Estimation of failure probability in braced excavation using Bayesian networks with integrated model updating17
Effects of soil spatial variability on structural reliability assessment in excavations17
BIM for the Underground – An enabler of trenchless construction17
Building three-dimensional pedestrian networks in cities17
Effect of loading direction on interaction of two pre-existing open and closed flaws in a rock-like brittle material17
Automatic tunnel lining crack detection via deep learning with generative adversarial network-based data augmentation17
Modeling hydraulic fracture in heterogeneous rock materials using permeability-based hydraulic fracture model16
Numerical simulation of smoke stratification in tunnel fires under longitudinal velocities16
Spatial distribution model of the filling and diffusion pressure of synchronous grouting in a quasi-rectangular shield and its experimental verification16
Numerical analysis on zone-divided deep excavation in soft clays using a new small strain elasto–plastic constitutive model15
Early construction cost and time risk assessment and evaluation of large-scale underground cavern construction projects in Singapore15
Reliability analysis of TBM disc cutters under different conditions15
Behaviours of existing shield tunnels due to tunnelling underneath considering asymmetric ground settlements15
Numerical investigation of pile responses induced by adjacent tunnel excavation in spatially variable clays15
Intelligent classification model of surrounding rock of tunnel using drilling and blasting method14
Novel pipe-roof method for a super shallow buried and large-span metro underground station14
Numerical evaluation of segmental tunnel lining with voids in outside backfill14
Digitalization of mechanical and physical properties of Singapore Bukit Timah granite rocks based on borehole data from four sites14
Review of transparent soil model testing technique for underground construction: Ground visualization and result digitalization14
Comprehensive safety evaluation method of surrounding rock during underground cavern construction14
A practical ANN model for predicting the excavation-induced tunnel horizontal displacement in soft soils14
Visualization and digitization of model tunnel deformation via transparent soil testing technique14
0.019155979156494