Author

Katherine Vilinski-Mazur

Sechenov University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Bioengineering· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Aleksandra Andreevna Gorkovskaia· 1 shared Aleksandra VasilevaiD· 1 shared Alina Demkina· 1 shared Anna B. TrofimovaiD· 1 shared Bogdan KirilloviD· 1 shared Konstantin SeverinoviD· 1 shared Marina AbramovaiD· 1 shared Mariya Drozhzhina· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioengineering

Aleksandra Andreevna Gorkovskaia

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioengineeringbioRxivPreprintOct 21, 2026

Sequencing-Free Protospacer-Adjacent Motif Discovery for Uncharacterized CRISPR-Cas9 Orthologs via Active Learning

Bogdan Kirillov, Aleksandra Vasileva, O. Fedorov…·Konstantin Severinov

This paper introduces an active learning method to discover PAMs for uncharacterized CRISPR-Cas9 orthologs without sequencing, reducing data requirements and validating it on known and novel Cas9 variants.

DOI 10.64898/2026.10.20.760532

machine learning (classical)benchmarking

𝕏 PostBluesky