Phase Space Data-Driven Simulation of Elastic Materials

Carlos Monteagudo, Miguel Lozano, Ignacio García-Fernández & Francisco Martinez-Gil
The use of data driven models in computer animation offers several benefits. We present an analysis of a regression model as a method to simulate cloth. In our approach, we generate data from a simple mass-spring system and we fit a regressor. Then, we assemble more complex mass-spring systems and use the learnt model to simulate them. To validate the approach we perform several tests. We analyze the elastic properties of a single learnt spring,...
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