OOIR: Observatory of International Research

Papers

(The TQCC of Georisk-Assessment and Management of Risk for Engineered Systems and G is 5. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Effects of random heterogeneity of soil on VH failure envelopes of the torpedo anchor	139
Numerical modelling of the keying process for a suction embedded plate anchor in spatially varying clays	32
Reliability-based optimization in climate-adaptive design of embedded footing	25
Worst-case effect in bearing capacity of spread foundations considering safety factors and anisotropy in soil spatial variability	23
Experimental modelling of spudcan penetration in spatially variable soils	22
Machine learning based subsurface modelling using geological exploration data: a comprehensive review	20
The modified life cycle cost method for the risk-based design of excavation projects	18
A real-time intelligent classification model using machine learning for tunnel surrounding rock and its application	18
Cross-project utilisation of tunnel boring machine (TBM) construction data: a case study using big data from Yin-Song diversion project in China	17
Time series analysis and gated recurrent neural network model for predicting landslide displacements	16
Characterizing multivariate, asymmetric, and multimodal distributions of geotechnical data with dual-stage missing values: BASIC-H	15
Report for ISSMGE TC309/TC304/TC222 and ASCE Geo-Institute Risk Assessment and Management Committee Fourth Machine Learning in Geotechnics Dialogue on “Machine Learning Supremacy Projects”	15
Novel copula-based iHLRF-X algorithm for assessing reliability of geo-structures	14
Effect of uncertainties in geometry, inter-layer boundary and shear strength properties on the probabilistic stability of a 3D embankment slope	13
Modelling construction performance variability for probabilistic time estimation of tunnelling projects	12
Risk prediction of coal mine rock burst based on machine learning and feature selection algorithm	12
Load and resistance factor design versus reliability-based design of shallow foundations	12
Abnormal behaviour in Atatürk dam created by internal erosion	12
Stochastic numerical analyses to investigate the effects of the spatial nonuniformity of offshore ground on the serviceability of monopile foundations	12
A novel tool for probabilistic modeling of liquefaction behavior in alluvial soil	11
Optimizing number, locations, and types of ground investigations for slope stability assessment with value of information analysis	11
Reliability analysis of shallow foundation using the important-region-based method	11
Influence of asynchronism between the spatial distribution of the hydraulic conductivity and shear strength parameters on the reliability assessment and failure mechanism of layered slopes	11
Hazard assessment for regional typhoon-triggered landslides by using physically-based model – a case study from southeastern China	11
On the use of different data assimilation schemes in a fully coupled hydro-mechanical slope stability analysis	11

Interpretation of spatio-temporal variation of precipitation from spatially sparse measurements using Bayesian compressive sensing (BCS)	10
Risk-informed adaptive sampling strategy for liquefaction severity mapping	10
Quantification of climate change impact on rainfall-induced shallow landslide susceptibility: a case study in central Norway	10
Spatiotemporal prediction of landslide displacement using deep learning approaches based on monitored time-series displacement data: a case in the Huanglianshu landslide	10
Probabilistic earthquake-tsunami financial risk evaluation for the District of Tofino, British Columbia, Canada	10
Spotlight article “What is a characteristic value for soils?”: T. Länsivaara, K.K. Phoon, and J. Ching	9
A case study of resistance factors for bearing capacity of shallow foundations using plate load test data in Korea	9
Development of a probabilistic seismic microzonation software considering geological and geotechnical uncertainties	9
Correction	9
A new method for evaluating leakage through composite liners considering uncertainties in geomembrane holes	9
Multi-criteria risk assessment of thermal comfort in deep underground mines: an integrated evaluation framework and case studies	9
2D and 3D numerical modelling for preliminary assessment of long-term deterioration in Irish glacial till geotechnical slopes	9
Intelligent risk assessment of co-seismic landslide susceptibility using multi-directional seismic ground motion parameters	8
Regional seismic loss estimation and critical earthquake scenarios for the Western Quebec seismic zone	8
Impact of soil spatial variability on spudcan penetration resistance and mobilized shear strength	7
A long short-term memory framework for surface intensity prediction using source and borehole parameters for improved seismic hazard assessment	7
Calibrating soil erodibility parameters of landslide dams using back analyses	7
John T. Christian (1936–2022)	7
A hybrid physical data informed DNN in axial displacement prediction of immersed tunnel joint	6
Prediction method for rockburst risk using unsupervised clustering in small sample scenarios	6
A new approach to constructing SPT-CPT correlation for sandy soils	6
System reliability and sensitivity analysis of lateral loaded pile considering soil’s spatial variability	6
Stacking model based on six base classifiers to improve prediction of soil liquefaction: a multi-dataset study	6
Evaluation structures for machine learning models in geotechnical engineering	6
Machine learning-integrated landslide susceptibility modelling addressing spatial correlation in grid-based environmental factors	6
Statistical landslide susceptibility assessment using Bayesian logistic regression and Markov Chain Monte Carlo (MCMC) simulation with consideration of model class selection	6
Effects of complex surficial geology on seismic amplification in Quebec, Canada	6
Uncertainty analysis of mechanical response of surrounding rock in deeply buried tunnels using machine learning and global optimisation algorithms	6
Prediction of normalized shear modulus and damping ratio for granular soils over a wide strain range using deep neural network modelling	6
Multivariate correlation analysis of mechanical parameters of marine soft soil in Jiangsu, China	6
Seismic site amplification prediction- an integrated Bayesian optimisation explainable machine learning approach	5
An initial assessment of volcanic meteo-tsunami hazard in the South China Sea: what we learned and how to move forward	5
Quantifying risk contagion of fluvial flood disaster chain	5
Reliability design of monopile foundations in spatially variable soil considering random loads	5
Quantitative assessment and transmission mechanisms of technical risks in CO ₂ geological storage using social network analysis	5
Deep learning-based GLOF modelling for hazard assessment and risk management	5
An efficient approach for safety factor-based and reliability-based design of tunnel face support pressure using BP Neural Network	5
Review of safety and reliability insights for sheet pile wall design	5
Framework for risk assessment of economic loss from structures damaged by rainfall-induced landslides using machine learning	5
Optimising creep constitutive modelling of layered soft rocks using particle swarm method	5
Enhancing geological hazard risk assessment through stacking ensemble learning	5
Data-driven subsurface modelling using a Markov random field model	5
Influence of small-scale variable vs on small strain damping – a numerical study using high-frequency spectral decay parameter	5
Inherent variability assessment from sparse property data of overburden soils and intermediate geomaterials using random field approaches	5
CPTu-SPT correlation analyses based on pairwise data in Southwestern Taiwan	5
Learning approaches to cost–benefit decision analysis of pile designs from site investigation plans	5
Databases for data-centric geotechnics: geotechnical structures	5