Sofa: A multi-model framework for interactive physical simulation

F Faure, C Duriez, H Delingette, J Allard… - … modeling for computer …, 2012 - Springer
Abstract Simulation Open Framework Architecture (SOFA) is an open-source C++ library
primarily targeted at interactive computational medical simulation. SOFA facilitates …

Penetration-free projective dynamics on the GPU

L Lan, G Ma, Y Yang, C Zheng, M Li… - ACM Transactions on …, 2022 - dl.acm.org
We present a GPU algorithm for deformable simulation. Our method offers good
computational efficiency and penetration-free guarantee at the same time, which are not …

Linear subspace design for real-time shape deformation

Y Wang, A Jacobson, J Barbič, L Kavan - ACM Transactions on Graphics …, 2015 - dl.acm.org
We propose a method to design linear deformation subspaces, unifying linear blend
skinning and generalized barycentric coordinates. Deformation subspaces cut down the …

Latent‐space dynamics for reduced deformable simulation

L Fulton, V Modi, D Duvenaud, DIW Levin… - Computer graphics …, 2019 - Wiley Online Library
We propose the first reduced model simulation framework for deformable solid dynamics
using autoencoder neural networks. We provide a data‐driven approach to generating …

High-order differentiable autoencoder for nonlinear model reduction

S Shen, Y Yin, T Shao, H Wang, C Jiang, L Lan… - arxiv preprint arxiv …, 2021 - arxiv.org
This paper provides a new avenue for exploiting deep neural networks to improve physics-
based simulation. Specifically, we integrate the classic Lagrangian mechanics with a deep …

Fast automatic skinning transformations

A Jacobson, I Baran, L Kavan, J Popović… - ACM Transactions on …, 2012 - dl.acm.org
Skinning transformations are a popular way to articulate shapes and characters. However,
traditional animation interfaces require all of the skinning transformations to be specified …

[PDF][PDF] Second-order stencil descent for interior-point hyperelasticity

M LI, C JIANG - ACM Trans. Graph, 2023 - wanghmin.github.io
Newton's method has been a popular choice [Baraff and Witkin 1998] for solving the
variational form [Kane et al. 2000; Martin et al. 2011] associated with various deformable …

Medial IPC: accelerated incremental potential contact with medial elastics

L Lan, Y Yang, D Kaufman, J Yao, M Li… - ACM Transactions on …, 2021 - par.nsf.gov
Deformable simulation has been extensively studied in the graphics community. While the
underlying computation methods are well established, the computational cost for simulating …

Virtual elastic objects

H Chen, E Tretschk, T Stuyck… - Proceedings of the …, 2022 - openaccess.thecvf.com
Abstract We present Virtual Elastic Objects (VEOs): virtual objects that not only look like their
real-world counterparts but also behave like them, even when subject to novel interactions …

Contact-centric deformation learning

C Romero, D Casas, MM Chiaramonte… - ACM Transactions on …, 2022 - dl.acm.org
We propose a novel method to machine-learn highly detailed, nonlinear contact
deformations for real-time dynamic simulation. We depart from previous deformation …