English

SIGGRAPH: G: Improved Projective Dynamics Global Using Snapshots-based Reduced Bases

Dynamical Systems 2025-02-12 v1

Abstract

We propose a snapshots-based method to compute reduction subspaces for physics-based simulations. Our method is applicable to any mesh with some artistic prior knowledge of the solution and only requires a record of existing solutions during, for instance, the range-of-motion test that is required before approving a mesh character for an application. Our subspaces span a wider range of motion, especially large deformations, and rotations by default. Compared to the state-of-the-art, we achieve improved numerical stability, computational efficiency, and more realistic simulations with a smaller sub-space.

Keywords

Cite

@article{arxiv.2502.07757,
  title  = {SIGGRAPH: G: Improved Projective Dynamics Global Using Snapshots-based Reduced Bases},
  author = {Shaimaa Monem and Peter Benner and Christian Lessig},
  journal= {arXiv preprint arXiv:2502.07757},
  year   = {2025}
}

Comments

7 pages, 4 figures

R2 v1 2026-06-28T21:40:34.793Z