Sonification based de novo protein design using artificial intelligence, structure prediction, and analysis using molecular modeling

We report the use of a deep learning model to design de novo proteins, based on the interplay of elementary building blocks via hierarchical patterns. The deep neural network model is based on translating protein sequences and structural information into a musical score that features different pitch...

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Bibliographic Details
Main Authors: Yu, Chi Hua, Buehler, Markus J
Other Authors: Massachusetts Institute of Technology. Department of Civil and Environmental Engineering
Format: Article
Language:English
Published: AIP Publishing 2021
Online Access:https://hdl.handle.net/1721.1/132192