Realtime Two-Way Coupling of Meshless Fluids and Nonlinear FEM
In this paper, we present a novel method to couple Smoothed Particle Hydrodynamics (SPH) and nonlinear FEM to animate the interaction of fluids and deformable solids in real time. To accurately model the coupling, we generate proxy particles over the boundary of deformable solids to facilitate the i...
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| Veröffentlicht in: | Computer graphics forum Jg. 31; H. 7; S. 2037 - 2046 |
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| Sprache: | Englisch |
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Oxford, UK
Blackwell Publishing Ltd
01.09.2012
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| ISSN: | 0167-7055, 1467-8659 |
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| Abstract | In this paper, we present a novel method to couple Smoothed Particle Hydrodynamics (SPH) and nonlinear FEM to animate the interaction of fluids and deformable solids in real time. To accurately model the coupling, we generate proxy particles over the boundary of deformable solids to facilitate the interaction with fluid particles, and develop an efficient method to distribute the coupling forces of proxy particles to FEM nodal points. Specifically, we employ the Total Lagrangian Explicit Dynamics (TLED) finite element algorithm for nonlinear FEM because of many of its attractive properties such as supporting massive parallelism, avoiding dynamic update of stiffness matrix computation, and efficient solver. Based on a predictor‐corrector scheme for both velocity and position, different normal and tangential conditions can be realized even for shell‐like thin solids. Our coupling method is entirely implemented on modern GPUs using CUDA. We demonstrate the advantage of our two‐way coupling method in computer animation via various virtual scenarios. |
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| AbstractList | In this paper, we present a novel method to couple Smoothed Particle Hydrodynamics (SPH) and nonlinear FEM to animate the interaction of fluids and deformable solids in real time. To accurately model the coupling, we generate proxy particles over the boundary of deformable solids to facilitate the interaction with fluid particles, and develop an efficient method to distribute the coupling forces of proxy particles to FEM nodal points. Specifically, we employ the Total Lagrangian Explicit Dynamics (TLED) finite element algorithm for nonlinear FEM because of many of its attractive properties such as supporting massive parallelism, avoiding dynamic update of stiffness matrix computation, and efficient solver. Based on a predictor-corrector scheme for both velocity and position, different normal and tangential conditions can be realized even for shell-like thin solids. Our coupling method is entirely implemented on modern GPUs using CUDA. We demonstrate the advantage of our two-way coupling method in computer animation via various virtual scenarios. In this paper, we present a novel method to couple Smoothed Particle Hydrodynamics (SPH) and nonlinear FEM to animate the interaction of fluids and deformable solids in real time. To accurately model the coupling, we generate proxy particles over the boundary of deformable solids to facilitate the interaction with fluid particles, and develop an efficient method to distribute the coupling forces of proxy particles to FEM nodal points. Specifically, we employ the Total Lagrangian Explicit Dynamics (TLED) finite element algorithm for nonlinear FEM because of many of its attractive properties such as supporting massive parallelism, avoiding dynamic update of stiffness matrix computation, and efficient solver. Based on a predictor-corrector scheme for both velocity and position, different normal and tangential conditions can be realized even for shell-like thin solids. Our coupling method is entirely implemented on modern GPUs using CUDA. We demonstrate the advantage of our two-way coupling method in computer animation via various virtual scenarios. [PUBLICATION ABSTRACT] |
| Author | Qin, Hong Yang, Lipeng Hao, Aimin Li, Shuai |
| Author_xml | – sequence: 1 givenname: Lipeng surname: Yang fullname: Yang, Lipeng organization: State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, China, lishuaiouc@126.com – sequence: 2 givenname: Shuai surname: Li fullname: Li, Shuai organization: State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, China, lishuaiouc@126.com – sequence: 3 givenname: Aimin surname: Hao fullname: Hao, Aimin organization: State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, China, lishuaiouc@126.com – sequence: 4 givenname: Hong surname: Qin fullname: Qin, Hong organization: Stony Brook University, Stony Brook, USA, qin@cs.stonybrook.edu |
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Medical Image Analysis 13, 2 (2009), 234-244. 2. – reference: Ihmsen M., Akinci N., Becker M., Teschner M.: A parallel sph implementation on multi-core cpus. Comput. Graph. Forum 30, 1 (2011), 99-112. 2, 9. – reference: Solenthaler B., Gross M.: Two-scale particle simulation. ACM Trans. Graph. 30, 4 (Aug. 2011), 81:1-81:8. 2. – reference: Lenaerts T., Adams B., Dutré P.: Porous flow in particle-based fluid simulations. ACM Trans. Graph. 27, 3 (Aug. 2008), 49:1-49:8. 3. – reference: Solenthaler B., Schläfli J., Pajarola R.: A unified particle model for fluid-solid interactions: Research articles. Comput. Animat. Virtual Worlds 18, 1 (Feb. 2007), 69-82. 3. – reference: Iwasaki K., Uchida H., Dobashi Y., Nishita T.: Fast particle-based visual simulation of ice melting. Computer Graphics Forum 29, 7 (2010), 2215-2223. 3. – reference: Joldes G. R., Wittek A., Miller K.: Real-time nonlinear finite element computations on gpu - application to neurosurgical simulation. 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| SubjectTerms | Computational fluid dynamics Computer graphics Finite element method Fluid flow Fluids I.3.5 [Computer Graphics]: Computational Geometry and Object Modeling-Physically based modeling Joining Mathematical models Nonlinear dynamics Nonlinearity Studies |
| Title | Realtime Two-Way Coupling of Meshless Fluids and Nonlinear FEM |
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