Craig Schroeder

PlasticityNet: Learning to Simulate Metal, Sand, and Snow for Optimization Time Integration

In this paper, we propose a neural network-based approach for learning to represent the behavior of plastic solid materials ranging from rubber and metal to sand and snow. Unlike elastic forces such as spring forces, these plastic forces do not result from the positional gradient of any potential en…