Author

Roman Zhytar

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· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:diffusion model· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

Ihor KoleieviD· 1 shared Ivan KhropachoviD· 1 shared Leonid PopryhoiD· 1 shared Pavlo Henitsoi· 1 shared Roman StratiichukiD· 1 shared Semen O. YesylevskyyiD· 1 shared Sergiy A. StarosylaiD· 1 shared Taras VoitsitskyiiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Ihor KoleievORCID

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1 paper

Recent·Most cited

Boosting performance of generative diffusion model for molecular docking by training on artificial binding pockets

Taras Voitsitskyi, Volodymyr G. Bdzhola, Roman Stratiichuk, Ihor Koleiev, Zakhar Ostrovsky, Volodymyr Vozniak, Ivan Khropachov, Pavlo Henitsoi, Leonid Popryho, Roman Zhytar, Semen O. Yesylevskyy, Алан Нафієв, Sergiy A. Starosyla

This paper introduces a generative diffusion model for molecular docking trained on artificial binding pockets, showing improved performance over existing methods.

bioRxiv · Nov 22, 2023 · PreprintBioinformatics