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