Stanislav Mazurenko, PhD

2024

• Protein representations: Encoding biological information for machine learning in biocatalysis

  HARDING-LARSEN David FUNK Jonathan MADSEN Niklas Gesmar GHARABLI Hani ACEVEDO-ROCHA Carlos G. MAZURENKO Stanislav WELNER Ditte Hededam

  Article in Periodical

  Biotechnology Advances, year: 2024, volume: 77, edition: December 2024, DOI

• Revealing data leakage in protein interaction benchmarks

  BUSHUIEV Anton BUSHUIEV Roman SEDLAR Jiri PLUSKAL Tomas DAMBORSKÝ Jiří MAZURENKO Stanislav SIVIC Josef

  Article in Proceedings

  ICLR 2024 Workshop on Generative and Experimental Perspectives for Biomolecular Design, year: 2024

• Special Issue on Artificial Intelligence for Synthetic Biology

  MARTIN Hector Garcia MAZURENKO Stanislav ZHAO Huimin

  Article in Periodical (without peer review)

  Year: 2024, type: Article in Periodical (without peer review)

2023

• In-depth analysis of biocatalysts by microfluidics: An emerging source of data for machine learning

  VAŠINA Michal KOVÁŘ David DAMBORSKÝ Jiří YUN Ding YANG Tianjin DE MELLO Andrew MAZURENKO Stanislav STAVRAKIS Stavros PROKOP Zbyněk

  Article in Periodical

  Biotechnology Advances, year: 2023, volume: 66, edition: September 2023, DOI

• Machine Learning-Guided Protein Engineering

  KOUBA Petr KOHOUT Pavel HADDADI Faraneh BUSHUIEV Anton SAMUSEVICH Raman SEDLAR Jiri DAMBORSKÝ Jiří PLUSKAL Tomáš SIVIC Josef MAZURENKO Stanislav

  Article in Periodical

  ACS Catalysis, year: 2023, volume: 13, edition: 21, DOI

2022

• Advanced database mining of efficient haloalkane dehalogenases by sequence and structure bioinformatics and microfluidics

  VAŠINA Michal VAŇÁČEK Pavel HON Jiri KOVÁŘ David FALDYNOVÁ Hana KUNKA Antonín BURYŠKA Tomáš BADENHORST Christoffel P. S. MAZURENKO Stanislav BEDNÁŘ David STAVRAKIS Stavros BORNSCHEUER Uwe T. DEMELLO Andrew DAMBORSKÝ Jiří PROKOP Zbyněk

  Article in Periodical

  Chem Catalysis, year: 2022, volume: 2, edition: 10, DOI

• CalFitter 2.0: Leveraging the power of singular value decomposition to analyse protein thermostability

  KUNKA Antonín LACKO David ŠTOURAČ Jan DAMBORSKÝ Jiří PROKOP Zbyněk MAZURENKO Stanislav

  Article in Periodical

  Nucleic acids research, year: 2022, volume: 50, edition: W1, DOI

• MAPityser 2.1 - Analyzátor dat pro mikrofluidní platformu MAPit

  KOVÁŘ David MAZURENKO Stanislav DAMBORSKÝ Jiří PROKOP Zbyněk

  Year: 2022

• MicroPEX Data Analyser 1.0*

  KOVÁŘ David MAZURENKO Stanislav VAŠINA Michal DAMBORSKÝ Jiří PROKOP Zbyněk

  Year: 2022

• SoluProtMutDB: A manually curated database of protein solubility changes upon mutations

  VELECKÝ Jan HAMŠÍKOVÁ Marie ŠTOURAČ Jan MUSIL Miloš DAMBORSKÝ Jiří BEDNÁŘ David MAZURENKO Stanislav

  Article in Periodical

  Computational and Structural Biotechnology Journal, year: 2022, volume: 20, edition: November 2022, DOI