Material point method after 25 years: theory, implementation, and applications

A De Vaucorbeil, VP Nguyen, S Sinaie… - Advances in applied …, 2020 - Elsevier
It has been 25 years since Sulsky and her coworkers developed the first version of the
material point method (MPM): a quasi particle method to solve continuum mechanics …

Chainqueen: A real-time differentiable physical simulator for soft robotics

Y Hu, J Liu, A Spielberg, JB Tenenbaum… - … on robotics and …, 2019 - ieeexplore.ieee.org
Physical simulators have been widely used in robot planning and control. Among them,
differentiable simulators are particularly favored, as they can be incorporated into gradient …

A moving least squares material point method with displacement discontinuity and two-way rigid body coupling

Y Hu, Y Fang, Z Ge, Z Qu, Y Zhu, A Pradhana… - ACM Transactions on …, 2018 - dl.acm.org
In this paper, we introduce the Moving Least Squares Material Point Method (MLS-MPM).
MLS-MPM naturally leads to the formulation of Affine Particle-In-Cell (APIC)[Jiang et al …

[HTML][HTML] Dark, beyond deep: A paradigm shift to cognitive ai with humanlike common sense

Y Zhu, T Gao, L Fan, S Huang, M Edmonds, H Liu… - Engineering, 2020 - Elsevier
Recent progress in deep learning is essentially based on a “big data for small tasks”
paradigm, under which massive amounts of data are used to train a classifier for a single …

Material point method: Overview and challenges ahead

WT Sołowski, M Berzins, WM Coombs… - Advances in Applied …, 2021 - Elsevier
The paper gives an overview of Material Point Method and shows its evolution over the last
25 years. The Material Point Method developments followed a logical order. The article aims …

The material point method for simulating continuum materials

C Jiang, C Schroeder, J Teran, A Stomakhin… - Acm siggraph 2016 …, 2016 - dl.acm.org
Simulating the physical behaviors of deformable objects and fluids has been an important
topic in computer graphics. While the Lagrangian Finite Element Method (FEM) is widely …

Anisotropic elastoplasticity for cloth, knit and hair frictional contact

C Jiang, T Gast, J Teran - ACM Transactions on Graphics (TOG), 2017 - dl.acm.org
The typical elastic surface or curve simulation method takes a Lagrangian approach and
consists of three components: time integration, collision detection and collision response …

Multi-species simulation of porous sand and water mixtures

AP Tampubolon, T Gast, G Klár, C Fu, J Teran… - ACM Transactions on …, 2017 - dl.acm.org
We present a multi-species model for the simulation of gravity driven landslides and debris
flows with porous sand and water interactions. We use continuum mixture theory to describe …

A polynomial particle-in-cell method

C Fu, Q Guo, T Gast, C Jiang, J Teran - ACM Transactions on Graphics …, 2017 - dl.acm.org
Recently the Affine Particle-In-Cell (APIC) Method was proposed by Jiang et al.[2015;
2017b] to improve the accuracy of the transfers in Particle-In-Cell (PIC)[Harlow 1964] …

GPU optimization of material point methods

M Gao, X Wang, K Wu, A Pradhana, E Sifakis… - ACM Transactions on …, 2018 - dl.acm.org
The Material Point Method (MPM) has been shown to facilitate effective simulations of
physically complex and topologically challenging materials, with a wealth of emerging …