ADMM \supseteq Projective Dynamics: Fast Simulation of General Constitutive Models (Unknown language)

in Eurographics/ ACM SIGGRAPH Symposium on Computer Animation ; 21-28
Eurographics/ ACM SIGGRAPH Symposium on Computer Animation

We apply the alternating direction method of multipliers (ADMM) optimization algorithm to implicit time integration of elastic bodies, and show that the resulting method closely relates to the recently proposed projective dynamics algorithm. However, as ADMM is a general-purpose optimization algorithm applicable to a broad range of objective functions, it permits the use of nonlinear constitutive models and hard constraints while retaining the speed, parallelizability, and robustness of projective dynamics. We demonstrate these benefits on several examples that include cloth, collisions, and volumetric deformable bodies with nonlinear elasticity.

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Table of contents conference proceedings

The table of contents of the conference proceedings is generated automatically, so it can be incomplete, although all articles are available in the TIB.

1
Asynchronous Implicit Backward Euler Integration
Zhao, Danyong / Li, Yijing / Barbic, Jernej | 2016
11
A Macroblock Optimization for Grid-based Nonlinear Elasticity
Mitchell, Nathan / Doescher, Michael / Sifakis, Eftychios | 2016
21
ADMM \supseteq Projective Dynamics: Fast Simulation of General Constitutive Models
Narain, Rahul / Overby, Matthew / Brown, George E. | 2016
29
Enriching SPH Simulation by Approximate Capillary Waves
Yang, Sheng / He, Xiaowei / Wang, Huamin / Li, Sheng / Wang, Guoping / Wu, Enhua / Zhou, Kun | 2016
37
Topology-Aware Neighborhoods for Point-Based Simulation and Reconstruction
Canezin, Florian / Guennebaud, Gaël / Barthe, Loïc | 2016
49
Constrained Neighbor Lists for SPH-based Fluid Simulations
Winchenbach, Rene / Hochstetter, Hendrik / Kolb, Andreas | 2016
57
Versatile Interactions at Interfaces for SPH-Based Simulations
Yang, Tao / Lin, Ming C. / Martin, Ralph R. / Chang, Jian / Hu, Shi-Min | 2016
67
Two-way Coupling of Fluids to Reduced Deformable Bodies
Lu, Wenlong / Jin, Ning / Fedkiw, Ronald P. | 2016
77
Compressing Fluid Subspaces
Jones, Aaron Demby / Sen, Pradeep / Kim, Theodore | 2016
85
Hele-Shaw Flow Simulation with Interactive Control using Complex Barycentric Coordinates
Segall, Aviv / Vantzos, Orestis / Ben-Chen, Mirela | 2016
97
Repurposing Hand Animation for Interactive Applications
Bailey, Stephen W. / Watt, Martin / O'Brien, James F. | 2016
107
Building and Animating User-Specific Volumetric Face Rigs
Ichim, Alexandru-Eugen / Kavan, Ladislav / Nimier-David, Merlin / Pauly, Mark | 2016
119
Art-Directed Muscle Simulation for High-End Facial Animation
Cong, Matthew / Bhat, Kiran S. / Fedkiw, Ronald P. | 2016
129
Accurate Simulation of Wound Healing and Skin Deformation
Feess, Stefan / Kurfiss, Kathrin / Fedkiw, Ronald P. / Michels, Dominik L. | 2016
139
Dynamic Group Behaviors for Interactive Crowd Simulation
He, Liang / Pan, Jia / Narang, Sahil / Manocha, Dinesh | 2016
149
A Data-driven Model for Lane-changing in Traffic Simulation
Bi, Huikun / Mao, Tianlu / Wang, Zhaoqi / Deng, Zhigang | 2016
159
Real-time Simulation of Large Elasto-Plastic Deformation with Shape Matching
Chentanez, Nuttapong / Müller, Matthias / Macklin, Miles | 2016
169
Position and Orientation Based Cosserat Rods
Kugelstadt, Tassilo / Schömer, Elmar | 2016
179
Deployable 3D Linkages with Collision Avoidance
Zheng, Changxi / Sun, Timothy / Chen, Xiang | 2016
189
Hierarchical hp-Adaptive Signed Distance Fields
Koschier, Dan / Deul, Crispin / Bender, Jan | 2016
199
CANVAS: Computer-Assisted Narrative Animation Synthesis
Kapadia, Mubbasir / Frey, Seth / Shoulson, Alexander / Sumner, Robert W. / Gross, Markus | 2016
211
Real-Time Sound Synthesis for Paper Material Based on Geometric Analysis
Schreck, Camille / Rohmer, Damien / James, Doug L. / Hahmann, Stefanie / Cani, Marie-Paule | 2016
221
Large-Scale Finite State Game Engines
Stanton, Matt / Geddert, Sascha / Blumer, Adrian / Hormis, Paul / Nealen, Andy / Cooper, Seth / Treuille, Adrien | 2016
231
Interactive Physically-Based Sound Design of 3D Model using Material Optimization
Yamamoto, Kazuhiko / Igarashi, Takeo | 2016

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