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17 days ago

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Computational scoring and experimental evaluation of enzymes generated by neural networks - Nature Biotechnology

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Computational scoring and experimental evaluation of enzymes generated by neural networks - Nature Biotechnology

In recent years, generative protein sequence models have been developed to sample novel sequences. However, predicting whether generated proteins will fold and function remains challenging. We evaluate a set of 20 diverse computational metrics to assess the quality of enzyme sequences produced by three contrasting generative models: ancestral sequence reconstruction, a generative adversarial network and a protein language model.

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Computational scoring and experimental evaluation of enzymes generated by neural networks - Nature Biotechnology

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Computational scoring and experimental evaluation of enzymes generated by neural networks - Nature Biotechnology

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