Author

Magnus Ross

University College LondonORCID 0000-0002-2923-3305Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Approach:statistical model· 1

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David M MilleriD· 1 shared Jude WellsiD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperBioinformatics

David M MillerORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 23, 2026

Projected Gradient Descent for Hallucination-Based Protein Binder Design

Magnus Ross, David M Miller, Jude Wells

This paper evaluates projected gradient descent (PGD) for hallucination-based protein binder design, finding it improves design efficiency and diversity compared to softmax-based methods.

DOI 10.64898/2026.10.22.760942

protein sequencedeep learning

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