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patent
A method and system for fast end-to-end learning on protein surfaces
2022
The present invention concerns a computer-system-implemented method for predicting properties of a protein molecule, comprising the steps of: receiving an input representation of the protein molecule; applying a surface generator to produce a molecular surface; applying at least one layer of geometric convolution on the molecular surface to produce a set of surface features; and using the set of features to predict the properties of the molecule.
Type
patent
EPO Family ID
80780837
Inventors
Bronstein, Michael
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Pierre Feydy, Jean
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Note
Alternative title(s) : (fr) Procédé et système d'apprentissage rapide de bout en bout sur des surfaces protéiques
TTO classification
TTO:6.2275
Patent number | Country code | Kind code | Date issued |
WO2022152478 | WO | A1 | 2022-07-21 |
Available on Infoscience
August 2, 2022
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