Gainza et al., Deciphering interaction fingerprints from protein molecular surfaces using geometric deep learning, Nature Methods (2020) 2: P. Gainza et al., De novo design of protein interactions ...

It seems that geometric descriptors of molecular surfaces extracted by our method are a sort of "universal language" for protein interactions." "The new approach allows us to design switchable ...