Author

Oleksandr Cherednichenko

National Research University Higher School of Economics

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

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:deep learning· 2 Assay:DNA methylation· 2 Research Focus:gene regulatory network inference· 2 Approach:statistical model· 2 Research Focus:database / resource· 1 Approach:diffusion model· 1 Research Focus:variant calling· 1

Frequent Co-Authors

Maria S. PoptsovaiD· 2 shared

Activity by Year

2024-2025 · peak 1/yr

2 papers

Recent·Most cited

Kolmogorov-Arnold Networks for Genomic Tasks

Oleksandr Cherednichenko, Maria S. Poptsova

This paper tests linear and convolutional Kolmogorov-Arnold Networks (KANs) as alternatives to MLPs in genomic sequence classification and generation, showing LKANs outperform CKANs and baselines on benchmark datasets.

Briefings in Bioinformatics · Mar 1, 2025Peer-reviewedBioinformatics

Generative Models for Prediction of Non-B DNA Structures

Oleksandr Cherednichenko, Maria S. Poptsova

The paper evaluates generative models for improving non-B DNA structure prediction through data augmentation, finding diffusion models perform best for Z-DNA and H-DNA while WGAN excels for G-quadruplexes.

Computers in Biology and Medicine · Nov 16, 2024Peer-reviewedBioinformatics