Author

Alicja Czubaty

ORCID 0009-0008-7563-7600Unclaimed 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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Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Allen GoodmaniD· 1 shared Amy WangiD· 1 shared Andreas LoukasiD· 1 shared Andrew Leaver‐FayiD· 1 shared Andrew M. WatkinsiD· 1 shared Anna DziewulskaiD· 1 shared Anna M. SokòliD· 1 shared Aviv RegeviD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioengineering

Allen GoodmanORCID

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1 paper

Recent·Most cited

BioengineeringbioRxivPreprintFeb 19, 2025

Lab-in-the-loop therapeutic antibody design with deep learning

Nathan C. Frey, Isidro Hötzel, Samuel Stanton…·Vladimir Gligorijević

This paper introduces a machine learning framework for therapeutic antibody design that integrates computational methods with experimental validation, resulting in significantly improved binding affinity for multiple targets.

28 citations

machine learning (classical)drug response / drug discovery

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