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: 31
2024
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Exploring new galaxies: Perspectives on the discovery of novel PET-degrading enzymes
Applied Catalysis B: Environment and Energy, year: 2024, volume: 342, edition: March 2024, 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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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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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)
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
2022
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Advanced database mining of efficient haloalkane dehalogenases by sequence and structure bioinformatics and microfluidics
Chem Catalysis, year: 2022, volume: 2, edition: 10, DOI
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CalFitter 2.0: Leveraging the power of singular value decomposition to analyse protein thermostability
Nucleic acids research, year: 2022, volume: 50, edition: W1, DOI
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MAPityser 2.1 - Analyzátor dat pro mikrofluidní platformu MAPit
Year: 2022