CLUMP: Code Library to generate Multi-sphere Particles

Generation and shape characterisation of multi-sphere particles
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Aggiornato 12 mag 2024

Code Library for Universal Multi-sphere Particles

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What CLUMP doesSimple exampleCreditsBYOS Acknowledging CLUMP


What CLUMP does

CLUMP is a collection of scripts to generate multi-sphere particles of overlapping or non-overlapping spheres, which approximate target geometries. Multi-spheres (a.k.a. clumps) are popular in numerical simulations using the Discrete Element Method (DEM), but these geometric object can find applications in a wider perspective, past numerical modelling. The motivation behind developing CLUMP stemmed from the need to compare different clump-generation techniques, both in terms of particle morphology and mechanical performance using the DEM. To this end, CLUMP offers two existing and well established clump-generation techniques and proposes a new one. The generated clumps can be exported in various formats, compatible with some of the most prominent DEM codes. Last, the surface of each generated clump can be extracted as a triangulated mesh and saved as an stl file, allowing for a full characterisation of particle morphology, using tools like SHAPE or 3D-printing of physical particle replicas. CLUMP was initially developed in MATLAB and has now been fully translated in Python. Both implementations will continue to be developed in parallel as the software evolves.

Simple example

This example demonstrates different approaches to generate clumps for the same target geometry. The variables below are documented within each function.

MATLAB implementation of CLUMP:

addpath(genpath('functions'));	% Load in-house functions
addpath(genpath('lib'));	% Load external functions (dependencies)
addpath(genpath('classes'));	% Load object-oriented architecture

% Generate clumps using the approach of Ferellec and McDowell (2010)
[mesh, clump]=GenerateClump_Ferellec_McDowell( stlFile, dmin, rmin, rstep, pmax, seed, output );

% Generate clumps using the approach proposed in this code, involving the Euclidean transform of 3D images
[mesh, clump]=GenerateClump_Euclidean_3D( stlFile, N, rMin, div, overlap, output );

Python implementation of CLUMP:

# Generate clumps using the approach of Ferellec and McDowell (2010)
from CLUMP import GenerateClump_Ferellec_McDowell
mesh,clump=GenerateClump_Ferellec_McDowell(inputGeom, dmin, rmin, rstep, pmax, seed, output, outputVTK, visualise)

# Generate clumps using the approach proposed in this code, involving the Euclidean transform of 3D images
from CLUMP import GenerateClump_Euclidean_3D
mesh,clump = GenerateClump_Euclidean_3D(inputGeom, N, rMin, div, overlap, output, outputVTK, visualise)

New users are advised to start from running the available examples in the examples folder, to get familiarised with the syntax and functionalities of CLUMP.

Credits

The MATLAB and Python implementations of CLUMP use different sets of external dependencies.

These external dependencies are added within the source code of CLUMP, to provide an out-of-the-box implementation. The licensing terms of each external dependency can be found inside the lib folder.

BYOS (Bring Your Own Scripts)!

If you enjoy using CLUMP, you are welcome to request the implementation of new features or even better contribute and share your implementations of new or existing clump-generation techniques. CLUMP was created out of our intent to provide the DEM community with a means of easy comparison between different particle generation methods, by collecting them in one place and we share this tool hoping that members of the community will find it useful. So, feel free to expand the code, propose improvements and report issues.

Acknowledging CLUMP

Angelidakis, V., Nadimi, S., Otsubo, M. and Utili, S., 2021. CLUMP: A Code Library to generate Universal Multi-sphere Particles. SoftwareX 15, p.100735.

Download BibTeX entry

2021 © Vasileios Angelidakis, Sadegh Nadimi, Masahide Otsubo, Stefano Utili.
Newcastle University, UK & The University of Tokyo, Japan

Cita come

Angelidakis, Vasileios, et al. “CLUMP: A Code Library to Generate Universal Multi-Sphere Particles.” SoftwareX, vol. 15, Elsevier BV, July 2021, p. 100735, doi:10.1016/j.softx.2021.100735.

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CLUMP_MATLAB/examples

CLUMP_MATLAB/functions

CLUMP_MATLAB/lib/MyCrust

CLUMP_MATLAB/lib/Rigid-Body-Parameters

CLUMP_MATLAB/lib/Rigid-Body-Parameters/Auxiliary Functions

CLUMP_MATLAB/lib/Rigid-Body-Parameters/Auxiliary Functions/Remeshing

CLUMP_MATLAB/lib/iso2mesh

CLUMP_MATLAB/lib/iso2mesh/sample

CLUMP_MATLAB/lib/stlTools

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Versione Pubblicato Note della release
2021.08.01

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2021.08

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