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Navigating the protein fitness landscape with Gaussian processes

Knowing how protein sequence maps to function (the “fitness landscape”) is critical for understanding protein evolution as well as for engineering proteins with new and useful properties. We demonstrate that the protein fitness landscape can be inferred from experimental data, using Gaussian process...

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Bibliografiset tiedot
Päätekijät: Romero, Philip A., Krause, Andreas, Arnold, Frances H.
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: National Academy of Sciences 2013
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC3549130/
https://ncbi.nlm.nih.gov/pubmed/23277561
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1215251110
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