Projective dynamics: Fusing constraint projections for fast simulation

S Bouaziz, S Martin, T Liu, L Kavan… - Seminal Graphics Papers …, 2023 - dl.acm.org
We present a new method for implicit time integration of physical systems. Our approach
builds a bridge between nodal Finite Element methods and Position Based Dynamics …

Fast simulation of mass-spring systems

T Liu, AW Bargteil, JF O'Brien, L Kavan - ACM Transactions on Graphics …, 2013 - dl.acm.org
We describe a scheme for time integration of mass-spring systems that makes use of a
solver based on block coordinate descent. This scheme provides a fast solution for classical …

Discrete viscous threads

M Bergou, B Audoly, E Vouga, M Wardetzky… - ACM Transactions on …, 2010 - dl.acm.org
We present a continuum-based discrete model for thin threads of viscous fluid by drawing
upon the Rayleigh analogy to elastic rods, demonstrating canonical coiling, folding, and …

Quasi-newton methods for real-time simulation of hyperelastic materials

T Liu, S Bouaziz, L Kavan - Acm Transactions on Graphics (TOG), 2017 - dl.acm.org
We present a new method for real-time physics-based simulation supporting many different
types of hyperelastic materials. Previous methods such as Position-Based or Projective …

Implicit neural spatial representations for time-dependent pdes

H Chen, R Wu, E Grinspun, C Zheng… - … on Machine Learning, 2023 - proceedings.mlr.press
Abstract Implicit Neural Spatial Representation (INSR) has emerged as an effective
representation of spatially-dependent vector fields. This work explores solving time …

Neural marching cubes

Z Chen, H Zhang - ACM Transactions on Graphics (TOG), 2021 - dl.acm.org
We introduce Neural Marching Cubes, a data-driven approach for extracting a triangle mesh
from a discretized implicit field. We base our meshing approach on Marching Cubes (MC) …

Vertex Block Descent

AH Chen, Z Liu, Y Yang, C Yuksel - ACM Transactions on Graphics …, 2024 - dl.acm.org
We introduce vertex block descent, a block coordinate descent solution for the variational
form of implicit Euler through vertex-level Gauss-Seidel iterations. It operates with local …

A chebyshev semi-iterative approach for accelerating projective and position-based dynamics

H Wang - ACM Transactions on Graphics (TOG), 2015 - dl.acm.org
In this paper, we study the use of the Chebyshev semi-iterative approach in projective and
position-based dynamics. Although projective dynamics is fundamentally nonlinear, its …

Optimization integrator for large time steps

TF Gast, C Schroeder, A Stomakhin… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Practical time steps in today's state-of-the-art simulators typically rely on Newton's method to
solve large systems of nonlinear equations. In practice, this works well for small time steps …

Variational integrator networks for physically structured embeddings

S Saemundsson, A Terenin… - International …, 2020 - proceedings.mlr.press
Learning workable representations of dynamical systems is becoming an increasingly
important problem in a number of application areas. By leveraging recent work connecting …