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Bayesian neural network-based uncertainty modelling: application to soil compressibility and undrained shear strength prediction

Canadian geotechnical journal, 2022-04, Vol.59 (4), p.546-557

2022

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Micromechanical Investigation of Particle-Size Effect of Granular Materials in Biaxial Test with the Role of Particle Breakage

Journal of engineering mechanics, 2022-01, Vol.148 (1)

2022

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Fluid flow and mass transport in fractured media with curved fractures and varying apertures: A 3D modeling approach

International journal for numerical methods in engineering, 2023-10, Vol.124 (19), p.4311-4338

2023

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Optimization techniques for identifying soil parameters in geotechnical engineering: Comparative study and enhancement

International journal for numerical and analytical methods in geomechanics, 2018-01, Vol.42 (1), p.70-94

2018

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State-of-the-Art Review of Machine Learning Applications in Constitutive Modeling of Soils

Archives of computational methods in engineering, 2021-08, Vol.28 (5), p.3661-3686

2021

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Enhancement of backtracking search algorithm for identifying soil parameters

International journal for numerical and analytical methods in geomechanics, 2020-06, Vol.44 (9), p.1239-1261

2020

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Analysis of particle corner-breakage effect on pile penetration in coral sand: model tests and DEM simulations

Canadian geotechnical journal, 2023-05, Vol.60 (5), p.749-765

2023

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A coupled CFD–DEM investigation of internal erosion considering suspension flow

Canadian geotechnical journal, 2021-09, Vol.58 (9), p.1411-1425

2021

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Micro‐mechanical analysis of one‐dimensional compression of clay with DEM

International journal for numerical and analytical methods in geomechanics, 2023-10, Vol.47 (15), p.2706-2724

2023

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Soil‐structure interface modeling with the nonlinear incremental approach

International journal for numerical and analytical methods in geomechanics, 2021-07, Vol.45 (10), p.1381-1404

2021

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Hydromechanical modeling of granular soils considering internal erosion

Canadian geotechnical journal, 2020-02, Vol.57 (2), p.157-172

2020

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A coupled CFD‐DEM investigation of suffusion of gap graded soil: Coupling effect of confining pressure and fines content

International journal for numerical and analytical methods in geomechanics, 2020-12, Vol.44 (18), p.2473-2500

2020

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Practice of Discrete Element Method in Soil-Structure Interface Modelling

1st Edition 2023, 2022

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A modified cutting‐plane time integration scheme with adaptive substepping for elasto‐viscoplastic models

International journal for numerical methods in engineering, 2020-09, Vol.121 (17), p.3955-3978

2020

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Investigating the effect of flow direction on suffusion and its impacts on gap-graded granular soils

Acta geotechnica, 2021-02, Vol.16 (2), p.399-419

2021

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Physics-Informed Multifidelity Residual Neural Networks for Hydromechanical Modeling of Granular Soils and Foundation Considering Internal Erosion

Journal of engineering mechanics, 2022-04, Vol.148 (4)

2022

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Machine Learning-Based Modelling of Soil Properties for Geotechnical Design: Review, Tool Development and Comparison

Archives of computational methods in engineering, 2022-03, Vol.29 (2), p.1229-1245

2022

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

International journal for numerical and analytical methods in geomechanics, 2021-08, Vol.45 (11), p.1588-1602

2021

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A spherical‐harmonic‐based approach to discrete element modeling of 3D irregular particles

International journal for numerical methods in engineering, 2021-10, Vol.122 (20), p.5626-5655

2021

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Image-Based 3D Reconstruction of Granular Grains via Hybrid Algorithm and Level Set with Convolution Kernel

Journal of geotechnical and geoenvironmental engineering, 2022-05, Vol.148 (5)

2022

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Multifidelity Constitutive Modeling of Stress-Induced Anisotropic Behavior of Clay

Journal of geotechnical and geoenvironmental engineering, 2024-03, Vol.150 (3)

2024

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

International journal for numerical and analytical methods in geomechanics, 2020-06, Vol.44 (9), p.1315-1335

2020

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Resolved CFD-DEM Modeling of Suffusion in Gap-Graded Shaped Granular Soils

Journal of geotechnical and geoenvironmental engineering, 2024-04, Vol.150 (4)

2024

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An Elastoplastic Model for Predicting Kinematics and Trajectories of Suction-Embedded Plate Anchors under Eccentric Loading in Clay

Journal of geotechnical and geoenvironmental engineering, 2024-06, Vol.150 (6)

2024

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A hybrid SVR-BO model for predicting the soil thermal conductivity with uncertainty

Canadian geotechnical journal, 2024-02, Vol.61 (2), p.258-274

2024

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Bayesian neural network-based uncertainty modelling: application to soil compressibility and undrained shear strength prediction

Micromechanical Investigation of Particle-Size Effect of Granular Materials in Biaxial Test with the Role of Particle Breakage

Fluid flow and mass transport in fractured media with curved fractures and varying apertures: A 3D modeling approach

Optimization techniques for identifying soil parameters in geotechnical engineering: Comparative study and enhancement

State-of-the-Art Review of Machine Learning Applications in Constitutive Modeling of Soils

Enhancement of backtracking search algorithm for identifying soil parameters

Analysis of particle corner-breakage effect on pile penetration in coral sand: model tests and DEM simulations

A coupled CFD–DEM investigation of internal erosion considering suspension flow

Micro‐mechanical analysis of one‐dimensional compression of clay with DEM

Soil‐structure interface modeling with the nonlinear incremental approach

Hydromechanical modeling of granular soils considering internal erosion

A coupled CFD‐DEM investigation of suffusion of gap graded soil: Coupling effect of confining pressure and fines content

Practice of Discrete Element Method in Soil-Structure Interface Modelling

A modified cutting‐plane time integration scheme with adaptive substepping for elasto‐viscoplastic models

Investigating the effect of flow direction on suffusion and its impacts on gap-graded granular soils

Physics-Informed Multifidelity Residual Neural Networks for Hydromechanical Modeling of Granular Soils and Foundation Considering Internal Erosion

Machine Learning-Based Modelling of Soil Properties for Geotechnical Design: Review, Tool Development and Comparison

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

A spherical‐harmonic‐based approach to discrete element modeling of 3D irregular particles

Image-Based 3D Reconstruction of Granular Grains via Hybrid Algorithm and Level Set with Convolution Kernel

Multifidelity Constitutive Modeling of Stress-Induced Anisotropic Behavior of Clay

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

Resolved CFD-DEM Modeling of Suffusion in Gap-Graded Shaped Granular Soils

An Elastoplastic Model for Predicting Kinematics and Trajectories of Suction-Embedded Plate Anchors under Eccentric Loading in Clay

A hybrid SVR-BO model for predicting the soil thermal conductivity with uncertainty

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