Machine learning–based uncertainty modelling of mechanical properties of soft clays relating to time‐dependent behavior and its application

An AI‐based model for describing cyclic characteristics of granular materials

(2020) Pin Zhang et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

An intelligent multi-objective EPR technique with multi-step model selection for correlations of soil properties

(2020) Yin-Fu Jin et al.   Acta Geotechnica

Video-based AI for beat-to-beat assessment of cardiac function

(2020) David Ouyang et al.   NATURE

Intelligent modelling of clay compressibility using hybrid meta-heuristic and machine learning algorithms

(2020) Pin Zhang et al.   Geoscience Frontiers

Prediction of maximum surface settlement caused by earth pressure balance (EPB) shield tunneling with ANN methods

(2019) Ren-Peng Chen et al.   SOILS AND FOUNDATIONS

Machine learning for data-driven discovery in solid Earth geoscience

(2019) Karianne J. Bergen et al.   SCIENCE

Modeling of embankment beneath marine deposited soft sensitive clays considering straightforward creep degradation

(2019) Qi-Yin Zhu et al.   MARINE GEORESOURCES & GEOTECHNOLOGY

Real-time analysis and regulation of EPB shield steering using Random Forest

(2019) Pin Zhang et al.   AUTOMATION IN CONSTRUCTION

A novel hybrid surrogate intelligent model for creep index prediction based on particle swarm optimization and random forest

(2019) Pin Zhang et al.   ENGINEERING GEOLOGY

Model updating and uncertainty analysis for creep behavior of soft soil

(2018) Wan-Huan Zhou et al.   COMPUTERS AND GEOTECHNICS

Soil-Compressibility Prediction Models Using Machine Learning

(2018) Scott Kirts et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Hydraulic Conductivity of Compacted Soil Liners Permeated with Coal Combustion Product Leachates

(2018) Craig H. Benson et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

A single-objective EPR based model for creep index of soft clays considering L2 regularization

(2018) Yin-Fu Jin et al.   ENGINEERING GEOLOGY

Simple Index Tests for Assessing the Recompression Index of Fine-Grained Soils

(2017) Karim Kootahi   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Peak Shear Strength of Discrete Fiber-Reinforced Soils Computed by Machine Learning and Metaensemble Methods

(2016) Jui-Sheng Chou et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

An efficient optimization method for identifying parameters of soft structured clay by an enhanced genetic algorithm and elastic–viscoplastic model

(2016) Zhen-Yu Yin et al.   Acta Geotechnica

The influence of experimental and sampling uncertainties on the probability of unsatisfactory performance in geotechnical applications

(2015) D. Mašín   GEOTECHNIQUE

Comparison of Anisotropic Rate-Dependent Models for Modeling Consolidation of Soft Clays

(2015) M. Karstunen et al.   International Journal of Geomechanics

Practical Application of the Stochastic Finite Element Method

(2014) José David Arregui-Mena et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Long-term settlement behaviour of metro tunnels in the soft deposits of Shanghai

(2013) Shui-Long Shen et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Probabilistic parameter estimation and predictive uncertainty based on field measurements for unsaturated soil slope

(2012) L.L. Zhang et al.   COMPUTERS AND GEOTECHNICS

Probabilistic analyses of a strip footing on horizontally stratified sandy deposit using advanced constitutive model

(2011) R. Suchomel et al.   COMPUTERS AND GEOTECHNICS

Influence of features of natural soft clay on behaviour of embankment

(2011) Zhen-yu Yin et al.   JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY

Prediction of Field Hydraulic Conductivity of Clay Liners Using an Artificial Neural Network and Support Vector Machine

(2011) Sarat Kumar Das et al.   International Journal of Geomechanics

Modelling time-dependent behaviour of Murro test embankment

(2010) M. KARSTUNEN et al.   GEOTECHNIQUE

Predicting the hydraulic conductivity of saturated clays using plasticity-value correlations

(2009) Bojana Dolinar   APPLIED CLAY SCIENCE

Probabilistic Settlement Analysis by Stochastic and Random Finite-Element Methods

(2009) D. V. Griffiths et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

The stochastic finite element method: Past, present and future

(2008) George Stefanou   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING