Protein engineering in the deep learning era

Protein engineering in the deep learning era

Abstract Advances in deep learning have significantly aided protein engineering in addressing challenges in industrial production, healthcare, and environmental sustainability. This review frames frequently researched problems in protein understanding and engineering from the perspective of deep lea...

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Bibliographic Details
Main Authors: Bingxin Zhou, Yang Tan, Yutong Hu, Lirong Zheng, Bozitao Zhong, Liang Hong
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:mLife
Subjects:
artificial intelligence
geometric deep learning
protein engineering
protein language model
synthetic biology
Online Access:https://doi.org/10.1002/mlf2.12157
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https://doi.org/10.1002/mlf2.12157

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