2 papers
q-bio.BM2021
Protein sequence-to-structure learning: Is this the end(-to-end revolution)?
Elodie Laine, Stephan Eismann, Arne Elofsson +1
The potential of deep learning has been recognized in the protein structure prediction community for some time, and became indisputable after CASP13. In CASP14, deep learning has b…
q-bio.QM2020
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…