Stanislav Mazurenko, PhD
Artificial intelligence in protein engineering
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Web: | https://stasmazurenko.com |
Dr. Mazurenko leads a team focused on machine learning, automation, and data analysis in protein engineering–a fascinating area of research at the interface of biochemistry, biophysics, computer science, and mathematics. The team’s goal is to delve into data–such as experimental measurements, protein sequences and alignments, or computer simulations–to gain insights into the underlying biophysical mechanisms and create reliable and interpretable tools for the design of improved protein variants. Those enhanced variants can then be used in numerous applications, from healthcare to the food industry and bio-degradation.
Stanislav’s background is in nonlinear systems analysis of various processes in biology, physics, and economics: modelling, optimisation, and parameter estimation, theoretically and practically. He received his Ph.D. in applied mathematics and cybernetics from Lomonosov Moscow State University in 2013. He then joined the protein engineering group Loschmidt Laboratories at Masaryk University as a postdoc to work on data analysis and modelling of protein thermal denaturation. In 2018, he completed a one-year stay at the University of Liverpool, working in nonlinear optimization. He now teaches the course Artificial Intelligence in Biology, Chemistry, and Bioengineering.
Artificial intelligence in protein engineering
E‑mail: | |
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Web: | https://stasmazurenko.com |
JOURNAL OF CHEMINFORMATICS, year: 2024, volume: 16, edition: 1, DOI
BIOINFORMATICS, year: 2024, volume: 40, edition: 9, DOI
JACS AU, year: 2024, volume: 4, edition: 6, DOI
Applied Catalysis B: Environment and Energy, year: 2024, volume: 342, edition: March 2024, DOI
ACS Omega, year: 2024, volume: 9, edition: 25, DOI
MU Researcher: | prof. RNDr. Jana Klánová, Ph.D. |
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MU Faculty or unit: | Faculty of Science |
Project Period: |
1/2020 — 12/2026
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Investor: |
European Union
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Horizon 2020
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MU Researcher: | prof. RNDr. Zbyněk Prokop, Ph.D. |
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MU Faculty or unit: | Faculty of Science |
Project Period: |
1/2025 — 12/2025
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Investor: |
Masaryk University
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Specific research - support for student projects
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MU Researcher: | prof. RNDr. Ondřej Slabý, Ph.D. |
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MU Faculty or unit: | Faculty of Medicine |
Project Period: |
6/2022 — 12/2025
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Investor: |
Ministry of Education, Youth and Sports of the CR
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national recovery plan
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MU Researcher: | prof. Mgr. Jiří Damborský, Dr. |
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MU Faculty or unit: | Faculty of Science |
Project Period: |
1/2024 — 12/2024
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Investor: |
Masaryk University
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Specific research - support for student projects
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MU Researcher: | prof. Mgr. Jiří Damborský, Dr. |
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MU Faculty or unit: | Faculty of Science |
Project Period: |
1/2023 — 12/2023
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Investor: |
Masaryk University
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Specific research - support for student projects
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