Protein Fitness Prediction Is Impacted by the Interplay of Language Models, Ensemble Learning, and Sampling Methods

Advances in machine learning (ML) and the availability of protein sequences via high-throughput sequencing techniques have transformed the ability to design novel diagnostic and therapeutic proteins. ML allows protein engineers to capture complex trends hidden within protein sequences that would oth...

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Bibliographic Details
Main Authors: Mehrsa Mardikoraem (Author), Daniel Woldring (Author)
Format: Book
Published: MDPI AG, 2023-04-01T00:00:00Z.
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3rd Floor Main Library

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Call Number: A1234.567
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