Денис Антонец

kitAb: an automated framework for assay-specific antibody developability modeling and large-scale landscape analysis

kitAb provides an automated framework for antibody developability modeling and landscape analysis, showing comparable performance to existing methods while being faster.

Enhancing the Reverse Transcriptase Function in Taq Polymerase via AI-driven Multiparametric Rational Design

This paper uses AI-driven rational design and wet-lab analysis to create Taq polymerase mutants with enhanced reverse transcriptase activity while maintaining other key properties.

The metagenomic analysis of viral diversity in Colorado potato beetle public NGS data

The paper analyzes viral diversity in Colorado potato beetle samples using metagenomics to identify 3137 virus-positive contigs across 6 types, 17 orders, and 32 families of viruses.

Style transfer with variational autoencoders is a promising approach to RNA-Seq data harmonization and analysis

This paper applies style transfer methods to RNA-Seq data harmonization and treatment outcome prediction, showing improved style and semantics prediction accuracy compared to existing approaches.