Author

Artem A. Lenskiy

UNSW CanberraORCID 0000-0002-4745-6756Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Synthetic Biology· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Adam C. MateriD· 1 shared Colin J. JacksoniD· 1 shared Dana S. MatthewsiD· 1 shared Mahakaran Sandhu· 1 shared Matthew A. SpenceiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperSynthetic Biology

Adam C. MaterORCID

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1 paper

Recent·Most cited

Synthetic BiologyProtein SciencePeer-reviewedJul 21, 2025

Investigating the determinants of performance in machine learning for protein fitness prediction

Mahakaran Sandhu, Adam C. Mater, Dana S. Matthews…·Colin J. Jackson

This study evaluates ML architectures for protein fitness prediction using simulated and empirical landscapes, identifying landscape ruggedness as a key determinant of accuracy.

6 citations

protein sequencestatistical model

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