Transfer Learning using Spectral Convolutional Autoencoders on Semi-Regular Surface Meshes

Sara Hahner, Felix Kerkhoff, Jochen Garcke

The underlying dynamics and patterns of 3D surface meshes deforming over time can be discovered by unsupervised learning, especially autoencoders, which calculate low-dimensional e…