Ilia Igashov

VoroCNN: Deep convolutional neural network built on 3D Voronoi tessellation of protein structures

Kliment Olechnovic, Sergei Grudinin, Ilia Igashov, 2020, bioRxiv.

Spherical convolutions on molecular graphs for protein model quality assessment pdf

Ilia Igashov, Sergei Grudinin, Nikita Pavlichenko, 2020, ArXiv.

6DCNN with roto-translational convolution filters for volumetric data processing pdf

Sergei Grudinin, Ilia Igashov, Dmitrii Zhemchuzhnikov, 2021, AAAI.

VoroCNN: deep convolutional neural network built on 3D Voronoi tessellation of protein structures

Sergei Grudinin, Ilia Igashov, Maria Kadukova, 2021, Bioinform..