Variational autoencoders and evolutionary algorithms for targeted novel enzyme design
Recent developments in Generative Deep Learning have fostered new engineering methods for protein design. Although deep generative models trained on protein sequence can learn biologically meaningful representations, the design of proteins with optimised properties remains a challenge. We combined d...
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| Other Authors: | , |
| Format: | conferencePaper |
| Language: | eng |
| Published: |
2022
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| Subjects: | |
| Online Access: | https://hdl.handle.net/1822/80098 |
| Country: | Portugal |
| Oai: | oai:repositorium.sdum.uminho.pt:1822/80098 |