Spherical convolutions on molecular graphs for protein model quality assessment

Ilia Igashov, Nikita Pavlichenko, Sergei Grudinin

Processing information on 3D objects requires methods stable to rigid-body transformations, in particular rotations, of the input data. In image processing tasks, convolutional neu…