Stanislav Mazurenko, PhD
Head, Artificial Intelligence in Protein Engineering
correspondence Address:
Kotlářská 267/2, 611 37 Brno
e‑mail: | , |
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web: | https://stasmazurenko.com/ |
social and academic networks: |
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Total number of publications: 44
2024
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Large-scale annotation of biochemically relevant pockets and tunnels in cognate enzyme-ligand complexes
Journal of Cheminformatics, year: 2024, volume: 16, edition: 1, DOI
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Learning to design protein-protein interactions with enhanced generalization
12th International Conference on Learning Representations 2024, year: 2024
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Making PBPK models more reproducible in practice
Briefings in Bioinformatics, year: 2024, volume: 25, edition: 6, DOI
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PredictONCO: a web tool supporting decision-making in precision oncology by extending the bioinformatics predictions with advanced computing and machine learning
Briefings in Bioinformatics, year: 2024, volume: 25, edition: 1, DOI
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Protein representations: Encoding biological information for machine learning in biocatalysis
Biotechnology Advances, year: 2024, volume: 77, edition: December 2024, DOI
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Revealing data leakage in protein interaction benchmarks
ICLR 2024 Workshop on Generative and Experimental Perspectives for Biomolecular Design, year: 2024
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Special Issue on Artificial Intelligence for Synthetic Biology
Year: 2024, type: Article in Periodical (without peer review)
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Successor Sequence Predictor (SSP)
Year: 2024
2023
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In-depth analysis of biocatalysts by microfluidics: An emerging source of data for machine learning
Biotechnology Advances, year: 2023, volume: 66, edition: September 2023, DOI
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Machine Learning-Guided Protein Engineering
ACS Catalysis, year: 2023, volume: 13, edition: 21, DOI