Area of research
Civil and Structural Engineering · Mechanics of Materials
Research interest
Research interests include Discrete element method, Computer science, Finite element method, Materials science, Geotechnical engineering, and Constitutive equation.
Differentiable constitutive modelling of granular media: From surrogate material model in explicit FEM-DEM to automatic elastoplastic calibration
Artificial intelligence for computational granular media
Virtual dispersion and gradation prediction of stacked particles via improved Pix2Pix and SAM framework
A common-normal-based framework for efficient ellipse contact detection in discrete element modelling
The role of polyurethane foam compressible layer in the mechanical behaviour of multi-layer yielding supports for deep soft rock tunnels
Machine Learning Aided Modeling of Granular Materials: A Review
An MPI parallel DEM-IMB-LBM framework for simulating fluid-solid interaction problems
Multi-layer perceptron-based data-driven multiscale modelling of granular materials with a novel Frobenius norm-based internal variable
An efficient dense discs packing method in complex domains for DEM simulations
A refined deviatoric hardening plastic model for sand
Deep active learning for constitutive modelling of granular materials: From representative volume elements to implicit finite element modelling
Data-driven multiscale modelling of granular materials via knowledge transfer and sharing
Data-driven strain–stress modelling of granular materials via temporal convolution neural network
A machine learning-based multi-scale computational framework for granular materials
A Novel Index to Evaluate the Workability of Conditioned Coarse-Grained Soil for EPB Shield Tunnelling
Linking shear strength to granular skeleton state of continuously graded coarse-grained soils: Insights from discrete element modelling
A strain energy-based elastic parameter calibration method for lattice/bonded particle modelling of solid materials
The Role of Foam in Improving the Workability of Sand: Insights from DEM
Influence factors and calculation model of the adhesion strength of clayey soil for EPB shield tunnelling
Towards data-driven constitutive modelling for granular materials via micromechanics-informed deep learning
Applicability of discrete element method with spherical and clumped particles for constitutive study of granular materials
Undrained compressibility characteristics and pore pressure calculation model of foam-conditioned sand
Deep Learning Predicts Stress–Strain Relations of Granular Materials Based on Triaxial Testing Data
An adaptive granular representative volume element model with an evolutionary periodic boundary for hierarchical multiscale analysis
Calibration of parallel bond parameters in bonded particle models via physics-informed adaptive moment optimisation
Effect of hydraulic gradient on the permeability characteristics of foam-conditioned sand for mechanized tunnelling
Instability and treatments of the coupled discrete element and lattice Boltzmann method by the immersed moving boundary scheme
A hybrid calibration approach to Hertz‐type contact parameters for discrete element models
A coupled polygonal DEM-LBM technique based on an immersed boundary method and energy-conserving contact algorithm
Permeability stability calculation model of foam‐conditioned soil based on the permeability constant