Ornate is a residue-wise scoring method. It first constructs a three dimensional map representing the structure of the residue, and its neighborhood.
This representation is used as input of a deep neural network to predict the score of this residue
Guillaume Pagès1 , Benoit Charmettant1,2& Sergei Grudinin1,1Nano-D team, Inria/CNRS Grenoble, France 2Ecole CentraleSupélec e-mail: Sergei.Grudinin @ inria.fr
Protein model quality assessment using 3D oriented convolutional neural networks. Guillaume Pagès, Benoit Charmettant, Sergei Grudinin. Submitted
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