Projective dynamics: Fusing constraint projections for fast simulation
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 …
builds a bridge between nodal Finite Element methods and Position Based Dynamics …
Fast simulation of mass-spring systems
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 …
solver based on block coordinate descent. This scheme provides a fast solution for classical …
Discrete viscous threads
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 …
upon the Rayleigh analogy to elastic rods, demonstrating canonical coiling, folding, and …
Quasi-newton methods for real-time simulation of hyperelastic materials
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 …
types of hyperelastic materials. Previous methods such as Position-Based or Projective …
Implicit neural spatial representations for time-dependent pdes
Abstract Implicit Neural Spatial Representation (INSR) has emerged as an effective
representation of spatially-dependent vector fields. This work explores solving time …
representation of spatially-dependent vector fields. This work explores solving time …
Neural marching cubes
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) …
from a discretized implicit field. We base our meshing approach on Marching Cubes (MC) …
Vertex Block Descent
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 …
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 …
position-based dynamics. Although projective dynamics is fundamentally nonlinear, its …
Optimization integrator for large time steps
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 …
solve large systems of nonlinear equations. In practice, this works well for small time steps …
Variational integrator networks for physically structured embeddings
Learning workable representations of dynamical systems is becoming an increasingly
important problem in a number of application areas. By leveraging recent work connecting …
important problem in a number of application areas. By leveraging recent work connecting …