A machine learning-based particle-particle collision model for non-spherical particles with arbitrary shape

A fast contact detection method for ellipsoidal particles

(2021) Elham Kheradmand et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

A polybézier-based particle model for the DEM modeling of granular media

(2021) Zhengshou Lai et al.   COMPUTERS AND GEOTECHNICS

DEM investigation of SAG mill with spherical grinding media and non-spherical ore based on polyhedron-sphere contact model

(2021) Changhua Xie et al.   POWDER TECHNOLOGY

A machine learning-based interaction force model for non-spherical and irregular particles in low Reynolds number incompressible flows

(2021) Soohwan Hwang et al.   POWDER TECHNOLOGY

Discrete element modeling and simulation of non-spherical particles using polyhedrons and super-ellipsoids

(2020) Changhua Xie et al.   POWDER TECHNOLOGY

Recurrent neural network based detection of faults caused byparticle attrition in chemical looping systems

(2020) Jianhua Pan et al.   POWDER TECHNOLOGY

Toward particle-resolved accuracy in Euler–Lagrange simulations of multiphase flow using machine learning and pairwise interaction extended point-particle (PIEP) approximation

(2020) S. Balachandar et al.   THEORETICAL AND COMPUTATIONAL FLUID DYNAMICS

Physics-Guided Deep Learning for Drag Force Prediction in Dense Fluid-Particulate Systems

(2020) Nikhil Muralidhar et al.   Big Data

A supervised machine learning approach for predicting variable drag forces on spherical particles in suspension

(2019) Long He et al.   POWDER TECHNOLOGY

A poly‐superellipsoid‐based approach on particle morphology for DEM modeling of granular media

(2019) Shiwei Zhao et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

Simulation on hydrodynamics of non-spherical particulate system using a drag coefficient correlation based on artificial neural network

(2019) Sheng-Nan Yan et al.   Petroleum Science

Hopper flow of irregularly shaped particles (non-convex polyhedra): GPU-based DEM simulation and experimental validation

(2018) Nicolin Govender et al.   CHEMICAL ENGINEERING SCIENCE

Perspectives on Euler angle singularities, gimbal lock, and the orthogonality of applied forces and applied moments

(2018) Evan G. Hemingway et al.   MULTIBODY SYSTEM DYNAMICS

Influence of non-spherical shape approximation on DEM simulation accuracy by multi-sphere method

(2018) Alireza Khazeni et al.   POWDER TECHNOLOGY

A simple method for particle shape generation with spherical harmonics

(2018) Deheng Wei et al.   POWDER TECHNOLOGY

Grains3D, a flexible DEM approach for particles of arbitrary convex shape - Part II: Parallel implementation and scalable performance

(2018) Andriarimina Daniel Rakotonirina et al.   POWDER TECHNOLOGY

Grains3D, a flexible DEM approach for particles of arbitrary convex shape—Part III: extension to non-convex particles modelled as glued convex particles

(2018) Andriarimina Daniel Rakotonirina et al.   Computational Particle Mechanics

DEM/CFD-DEM Modelling of Non-spherical Particulate Systems: Theoretical Developments and Applications

(2016) Wenqi Zhong et al.   POWDER TECHNOLOGY

Grains3D, a flexible DEM approach for particles of arbitrary convex shape — Part I: Numerical model and validations

(2012) Anthony Wachs et al.   POWDER TECHNOLOGY