Author

Gillian E. Donachie

ORCID 0000-0002-8873-6455Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:proteomics· 1

Frequent Co-Authors

Alexander KitaygorodskyiD· 1 shared Anita K. NivedhaiD· 1 shared Aron BroomiD· 1 shared Ashlin K KanawatyiD· 1 shared Caroline WoffindaleiD· 1 shared Eirini SachouliiD· 1 shared Ella HalcrowiD· 1 shared Elliot LayneiD· 1 shared

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2025-2025 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioengineering

Alexander KitaygorodskyORCID

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1 paper

Recent·Most cited

BioengineeringbioRxivPreprintOct 28, 2025

Improved De Novo Peptide Binder Design with Target-Conditioned Inverse Folding

Elliot Layne, Ashlin K Kanawaty, Aron Broom…·Mark Fingerhuth

This paper improves de novo peptide binder design by combining peptide-specific finetuning with a novel decoding order strategy, achieving a 16-30% increase in in silico success rates and doubling top-ranking agonists for OPRM1.

2 citations

proteomicsdeep learning

𝕏 PostBluesky