Artificial Neural Networks;Deformable Models;Strain;Computational Modeling;Animation;Elasticity;Neural Network;machine Learning;data-Driven Animation;nonlinear Regression;deformable Model;physics-Based Simulation

NNWarp: Neural Network-Based Nonlinear Deformation
We propose NNWarp, a highly re-usable and efficient neural network (NN) based nonlinear deformable simulation framework.
Ran Luo, Tianjia Shao, Huamin Wang, Weiwei Xu, Xiang Chen, Kun Zhou, Yin Yang
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NNWarp: Neural Network-Based Nonlinear Deformation