Systems and methods for language modeling of protein engineering
US11948665B2 · kind B2 · utility
1Cited by
18References
20Claims
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Key dates
| Filing date | Aug 24, 2020 |
| Grant date | Apr 2, 2024 |
| Priority date | — |
| Expiry date | Jul 21, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F2111/08
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
The present disclosure provides systems and methods for controllable protein generation. According to some embodiments, the systems and methods leverage neural network models and techniques that have been developed for other fields, in particular, natural language processing (NLP). In some embodiments, the systems and methods use or employ models implemented with transformer architectures developed for language modeling and apply the same to generative modeling for protein engineering.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.