YADE- An extensible framework for the interactive simulation of multiscale, multiphase, and multiphysics particulate systems

被引:10
作者
Angelidakis, Vasileios [1 ,2 ]
Boschi, Katia [3 ]
Brzezinski, Karol [4 ]
Caulk, Robert A. [5 ]
Chareyre, Bruno [5 ]
del Valle, Carlos Andres [6 ]
Duriez, Jerome [7 ]
Gladky, Anton [8 ]
van der Haven, Dingeman L. H. [8 ,9 ]
Kozicki, Janek [10 ,11 ]
Pekmezi, Gerald [12 ]
Scholtes, Luc [13 ]
Thoeni, Klaus [14 ]
机构
[1] Queens Univ Belfast, Sch Nat & Built Environm, Belfast BT9 5AG, North Ireland
[2] Newcastle Univ, Sch Engn, Newcastle Upon Tyne NE1 7RU, England
[3] Politecn Milan, Dept Civil & Environm Engn, I-20133 Milan, Italy
[4] Warsaw Univ Technol, Fac Civil Engn, PL-00637 Warsaw, Poland
[5] Univ Grenoble Alpes, CNRS, Grenoble INP, 3SR, F-38000 Grenoble, France
[6] Univ Nacl Colombia, Dept Fis, Carrera 45 26-85,Edificio Uriel Gutierrez, Bogota, DC, Colombia
[7] Aix Marseille Univ, INRAE, RECOVER, Aix En Provence, France
[8] Univ Cambridge, Dept Mat Sci & Met, Cambridge CB3 0FS, England
[9] Novo Nordisk AS, Oral Drug Prod Proc Dev, DK-2760 Malov, Denmark
[10] Gdansk Univ Technol, Fac Appl Phys & Math, PL-80233 Gdansk, Poland
[11] Gdansk Univ Technol, Adv Mat Ctr, PL-80233 Gdansk, Poland
[12] Univ Alabama Birmingham, Dept Mech Engn, Birmingham, AL USA
[13] Univ Clermont Auvergne, CNRS, IRD, OPGC,Lab Magmas & Volcans, Clermont Ferrand, France
[14] Univ Newcastle, Ctr Geotech Sci & Engn, Callaghan 2308, Australia
关键词
Discrete element method (DEM); Open-source software; Granular materials; Non-spherical particles; Coupled methods; Parallel computing; NUMERICAL SIMULATIONS; CONTACT DETECTION; EFFECTIVE STRESS; ROCK MASSES; MODEL; DEM; PARTICLES; ALGORITHM; FORCES; TOOL;
D O I
10.1016/j.cpc.2024.109293
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This contribution presents the key elements of YADE , an extensible open-source framework for dynamic simulations. During the past 19 years, YADE has evolved from "Yet Another Dynamic Engine" to a versatile multiscale and multiphysics solver, counting a large, active, and growing community of users and developers. The computationally intense parts of the source code are written in C++, using flexible object models that allow for easy implementation of new features. The source code is wrapped in Python, equipping the software with an interactive kernel used for rapid and concise scene construction, simulation control, post-processing, and debugging. The project, including documentation and examples, is hosted on https://yade -dem .org, while the source code is freely available on GitLab. Over the last decade, YADE has expanded in terms of capabilities thanks to the contribution of many developers from different fields of expertise, including soil and rock mechanics, chemical engineering, physics, bulk material handling, and mineral processing. The rapid growth of YADE can be attributed to (1) the careful and robust design of the framework core, (2) a continuous integration pipeline with fully embedded thorough tests which are executed upon each merge request, ensuring stable compilation for various operating systems, and (3) user-friendliness, facilitated by the Python interface, detailed documentation, and rigorous user support. In this paper, we review the main features of YADE , highlighting its versatility in terms of applications, its flexibility in terms of code development, as well as recent improvements in terms of computational efficiency.
引用
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页数:17
相关论文
共 110 条
[61]  
Kettner L., 2018, CGAL User and Reference Manual, V4.12
[62]   Models, algorithms and validation for opensource DEM and CFD-DEM [J].
Kloss, Christoph ;
Goniva, Christoph ;
Hager, Alice ;
Amberger, Stefan ;
Pirker, Stefan .
PROGRESS IN COMPUTATIONAL FLUID DYNAMICS, 2012, 12 (2-3) :140-152
[63]   A new open-source software developed for numerical simulations using discrete modeling methods [J].
Kozicki, J. ;
Donze, F. V. .
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2008, 197 (49-50) :4429-4443
[64]   Implementation of high-precision computation capabilities into the open-source dynamic simulation framework YADE [J].
Kozicki, Janek ;
Gladky, Anton ;
Thoeni, Klaus .
COMPUTER PHYSICS COMMUNICATIONS, 2022, 270
[65]   Numerical modeling of high aspect ratio flexible fibers in inertial flows [J].
Kunhappan, D. ;
Harthong, B. ;
Chareyre, B. ;
Balarac, G. ;
Dumont, P. J. J. .
PHYSICS OF FLUIDS, 2017, 29 (09)
[66]  
LEIMKUHLER B., 2015, Molecular Dynamics: With Deterministic and Stochastic Numerical Methods., DOI DOI 10.1007/978-3-319-16375-8
[67]   Effective stress in unsaturated soil: a microstructural analysis [J].
Li, XS .
GEOTECHNIQUE, 2003, 53 (02) :273-277
[68]   A THEORETICAL-STUDY OF THE LIQUID BRIDGE FORCES BETWEEN 2 RIGID SPHERICAL BODIES [J].
LIAN, GP ;
THORNTON, C ;
ADAMS, MJ .
JOURNAL OF COLLOID AND INTERFACE SCIENCE, 1993, 161 (01) :138-147
[69]   Multiscale modeling of large deformation in geomechanics [J].
Liang, Weijian ;
Zhao, Jidong .
INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS, 2019, 43 (05) :1080-1114
[70]   Cohesive, frictional powders: contact models for tension [J].
Luding, Stefan .
GRANULAR MATTER, 2008, 10 (04) :235-246