This image shows Martin Beisel

Martin Beisel

M.Sc.

Research Associate
Institute of Architecture of Application Systems (IAAS)

Contact

+49 711 685 88333

Universitätsstraße 38
70569 Stuttgart
Deutschland
Room: 1.360

Office Hours

By arrangement

  1. Belz, Felix: Entwicklung eines Modellierungswerkzeuges für Quanten-Workflows, 2023. (Master)
  2. Stiliadou, Lavinia: Selektion von hybriden Runtimes für die Ausführung variationeller Quantenalgorithmen, 2023. (Master)
  3. Schumacher, Axel: Deep Learning-Based Quantum Readout Error Mitigation, 2023. (Master)
  4. Stiliadou, Sharon-Naemi: Automatisierte Generierung von Amazon Braket Hybrid Jobs, 2022. (Bachelor)
  5. Obst, Julian: Parameter Initialization for Warm-Starting QAOA, 2022. (Master)
  6. Kuhn, Maximilian: Service-basierte Übersetzung von Quantenschaltkreisen, 2022. (Bachelor)
  7. Tippelt, Jakob: A Systematic Analysis of Pattern Duplicates, 2021. (Bachelor)

Projects

EniQmA

Enabling Hybrid Quantum Applications

PlanQK

Platform and Ecosystem for Quantum Assisted Artificial Intelligence.

SEQUOIA

Software engineering of industrial, hybrid quantum applications and algorithms.

Publications

Journal Papers

  1. Weder, Benjamin; Barzen, Johanna; Beisel, Martin; Leymann, Frank: Provenance-Preserving Analysis and Rewrite of Quantum Workflows for Hybrid Quantum Algorithms. In: SN Computer Science. Vol. 4(233), Springer, 2023. pdf, ‌
    BibTeX 
    @article{Weder2023_QuantumWorkflowProvenance,
    Author = {Weder, Benjamin and Barzen, Johanna and Beisel, Martin and Leymann, Frank},
    Title = {{Provenance-Preserving Analysis and Rewrite of Quantum Workflows for Hybrid Quantum Algorithms}},
    Journal = {SN Computer Science},
    Publisher = {Springer},
    Volume = 4,
    Number = 233,
    Pages = {1--19},
    Month = feb,
    Year = 2023,
    DOI = {10.1007/s42979-022-01625-9},
    URL = {https://link.springer.com/article/10.1007/s42979-022-01625-9},
    projects = {EniQmA,PlanQK}
}
  2. Beisel, Martin; Barzen, Johanna; Leymann, Frank; Truger, Felix; Weder, Benjamin; Yussupov, Vladimir: Configurable Readout Error Mitigation in Quantum Workflows. In: Electronics. Vol. 11(19), MDPI, 2022. pdf, ‌
    BibTeX 
    @article{Beisel2022_ConfigurableReadoutErrorMitigation,
    Author = {Beisel, Martin and Barzen, Johanna and Leymann, Frank and Truger, Felix and Weder, Benjamin and Yussupov, Vladimir},
    Title = {{Configurable Readout Error Mitigation in Quantum Workflows}},
    Journal = {Electronics},
    Publisher = {MDPI},
    Volume = {11},
    Number = {19},
    Month = sep,
    Year = 2022,
    URL = {https://www.mdpi.com/2079-9292/11/19/2983},
    projects = {PlanQK,SEQUOIA,EniQmA,SeQuenC}
}
  3. Truger, Felix; Beisel, Martin; Barzen, Johanna; Leymann, Frank; Yussupov, Vladimir: Selection and Optimization of Hyperparameters in Warm-Started Quantum Optimization for the MaxCut Problem. In: Electronics. Vol. 11(7), MDPI, 2022. pdf, ‌
    BibTeX 
    @article{Truger2022_HyperparameterSelection,
    Author = {Truger, Felix and Beisel, Martin and Barzen, Johanna and Leymann, Frank and Yussupov, Vladimir},
    Title = {{Selection and Optimization of Hyperparameters in Warm-Started Quantum Optimization for the MaxCut Problem}},
    Journal = {Electronics},
    Publisher = {MDPI},
    Volume = {11},
    Number = {7},
    Month = mar,
    Year = 2022,
    URL = {https://www.mdpi.com/2079-9292/11/7/1033},
    DOI = {10.3390/electronics11071033},
    projects = {SEQUOIA,PlanQK}
}

Conference Papers

  1. Georg, Daniel; Barzen, Johanna; Beisel, Martin; Leymann, Frank; Obst, Julian; Vietz, Daniel; Weder, Benjamin; Yussupov, Vladimir: Execution Patterns for Quantum Applications. In: Proceedings of the 18th International Conference on Software Technologies - ICSOFT, SciTePress, 2023. pdf, ‌
    BibTeX 
    @inproceedings{Georg2023_PatternsQuantumExecution,
    author = {Georg, Daniel and Barzen, Johanna and Beisel, Martin and Leymann, Frank and Obst, Julian and Vietz, Daniel and Weder, Benjamin and Yussupov, Vladimir},
    title = {{Execution Patterns for Quantum Applications}},
    booktitle = {Proceedings of the 18\textsuperscript{th} International Conference on Software Technologies - ICSOFT},
    year = {2023},
    month = jul,
    pages = {258--268},
    publisher = {SciTePress},
    isbn = {978-989-758-665-1},
    issn = {2184-2833},
    url = {https://www.scitepress.org/Link.aspx?doi=10.5220%2f0012057700003538},
    doi = {10.5220/0012057700003538},
    projects = {PlanQK,EniQmA,SeQuenC}
}
  2. Bühler, Fabian; Barzen, Johanna; Beisel, Martin; Georg, Daniel; Leymann, Frank; Wild, Karoline: Patterns for Quantum Software Development. In: Proceedings of the 15th International Conference on Pervasive Patterns and Applications (PATTERNS 2023), Xpert Publishing Services (XPS), 2023. pdf, ‌
    BibTeX 
    @inproceedings{Buehler2023_PatternsQuantumSE,
    Author = {B{\"u}hler, Fabian and Barzen, Johanna and Beisel, Martin and Georg, Daniel and Leymann, Frank and Wild, Karoline},
    Title = {{Patterns for Quantum Software Development}},
    Booktitle = {Proceedings of the 15\textsuperscript{th} International Conference on Pervasive Patterns and Applications (PATTERNS 2023)},
    Year = {2023},
    Month = jun,
    Pages = {30--39},
    Publisher = {Xpert Publishing Services (XPS)},
    ISBN = {978-1-68558-049-0},
    URL = {https://www.thinkmind.org/index.php?view=article&articleid=patterns_2023_2_30_70009},
    projects = {PlanQK,EniQmA,SeQuenC}
}
  3. Beisel, Martin; Barzen, Johanna; Bechtold, Marvin; Leymann, Frank; Truger, Felix; Weder, Benjamin: QuantME4VQA: Modeling and Executing Variational Quantum Algorithms Using Workflows. In: Proceedings of the 13th International Conference on Cloud Computing and Services Science (CLOSER 2023), SciTePress, 2023. pdf, ‌
    BibTeX 
    @inproceedings{Beisel2023_QuantME4VQA,
    Author = {Beisel, Martin and Barzen, Johanna and Bechtold, Marvin and Leymann, Frank and Truger, Felix and Weder, Benjamin},
    Booktitle = {Proceedings of the 13\textsuperscript{th} International Conference on Cloud Computing and Services Science (CLOSER 2023)},
    Title = {{QuantME4VQA: Modeling and Executing Variational Quantum Algorithms Using Workflows}},
    Publisher = {SciTePress},
    Month = apr,
    Year = 2023,
    Pages = {306--315},
    URL = {https://www.scitepress.org/PublicationsDetail.aspx?ID=z3QRYnUlyQs=&t=1},
    DOI = {10.5220/0011997500003488},
    projects = {EniQmA,SeQuenC,PlanQK}
}
  4. Weder, Benjamin; Barzen, Johanna; Beisel, Martin; Leymann, Frank: Analysis and Rewrite of Quantum Workflows: Improving the Execution of Hybrid Quantum Algorithms. In: Proceedings of the 12th International Conference on Cloud Computing and Services Science (CLOSER 2022), SciTePress, 2022. pdf, ‌
    BibTeX 
    @inproceedings{Weder2022_QuantumWorkflowRewrite,
    Author = {Weder, Benjamin and Barzen, Johanna and Beisel, Martin and Leymann, Frank},
    Title = {{Analysis and Rewrite of Quantum Workflows: Improving the Execution of Hybrid Quantum Algorithms}},
    Booktitle = {Proceedings of the 12\textsuperscript{th} International Conference on Cloud Computing and Services Science (CLOSER 2022)},
    Publisher = {SciTePress},
    Year = 2022,
    Month = apr,
    Pages = {38--50},
    URL = {https://www.scitepress.org/PublicationsDetail.aspx?ID=8gCNIWqSke0=},
    DOI = {10.5220/0011035100003200},
    projects = {SimTech,PlanQK,SEQUOIA}
}
  5. Beisel, Martin; Barzen, Johanna; Leymann, Frank; Truger, Felix; Weder, Benjamin; Yussupov, Vladimir: Patterns for Quantum Error Handling. In: Proceedings of the 14th International Conference on Pervasive Patterns and Applications (PATTERNS 2022), Xpert Publishing Services (XPS), 2022. pdf, ‌
    BibTeX 
    @inproceedings{Beisel2022_ErrorHandlingPatterns,
    Author = {Beisel, Martin and Barzen, Johanna and Leymann, Frank and Truger, Felix and Weder, Benjamin and Yussupov, Vladimir},
    Title = {{Patterns for Quantum Error Handling}},
    Booktitle = {Proceedings of the 14\textsuperscript{th} International Conference on Pervasive Patterns and Applications (PATTERNS 2022)},
    Year = {2022},
    Month = apr,
    Pages = {22-30},
    Publisher = {Xpert Publishing Services (XPS)},
    ISBN = {978-1-61208-953-9},
    URL = {https://www.thinkmind.org/index.php?view=article&articleid=patterns_2022_2_10_70007},
    projects = {SEQUOIA,PlanQK}
}

Demonstrators

  1. Beisel, Martin; Barzen, Johanna; Garhofer, Simon; Leymann, Frank; Truger, Felix; Weder, Benjamin; Yussupov, Vladimir: Quokka: A Service Ecosystem for Workflow-Based Execution of Variational Quantum Algorithms. In: Service-Oriented Computing – ICSOC 2022 Workshops, Springer, 2023. pdf, ‌
    BibTeX 
    @inproceedings{Beisel2023_Quokka,
    Author = {Beisel, Martin and Barzen, Johanna and Garhofer, Simon and Leymann, Frank and Truger, Felix and Weder, Benjamin and Yussupov, Vladimir},
    Booktitle = {Service-Oriented Computing -- ICSOC 2022 Workshops},
    Title = {{Quokka: A Service Ecosystem for Workflow-Based Execution of Variational Quantum Algorithms}},
    Publisher = {Springer},
    Month = mar,
    Year = 2023,
    Pages = {369--373},
    Type = {Demonstration},
    URL = {https://link.springer.com/chapter/10.1007/978-3-031-26507-5_35},
    DOI = {10.1007/978-3-031-26507-5_35},
    projects = {EniQmA,SeQuenC,PlanQK}
}

Tutorials

  1. Beisel, Martin; Gemeinhardt, Felix; Salm, Marie; Weder, Benjamin: A Practical Introduction for Developing and Operating Hybrid Quantum Applications. In: Web Engineering – ICWE 2023, Springer, 2023.
    BibTeX 
    @inproceedings{Beisel2023_PracticalQCIntroduction,
    Author = {Beisel, Martin and Gemeinhardt, Felix and Salm, Marie and Weder, Benjamin},
    Booktitle = {Web Engineering -- ICWE 2023},
    Title = {{A Practical Introduction for Developing and Operating Hybrid Quantum Applications}},
    Publisher = {Springer},
    Month = jun,
    Year = 2023,
    Pages = {409--412},
    URL = {https://link.springer.com/chapter/10.1007/978-3-031-34444-2_36},
    DOI = {10.1007/978-3-031-34444-2_36},
    projects = {EniQmA,SeQuenC,PlanQK},
    type = {Tutorial}
}

Preprints

  1. Obst, Julian; Barzen, Johanna; Beisel, Martin; Leymann, Frank; Salm, Marie; Truger, Felix: Comparing Quantum Service Offerings: A Case Study of QAOA for MaxCut., arXiv:2304.12718, 2023. pdf, ‌
    BibTeX 
    @Article{Obst2023_QuantumOfferings,
    Author = {Obst, Julian and Barzen, Johanna and Beisel, Martin and Leymann, Frank and Salm, Marie and Truger, Felix},
    Title = {{Comparing Quantum Service Offerings: A Case Study of QAOA for MaxCut}},
    Year = 2023,
    Month = apr,
    ArchivePrefix = {arXiv},
    Eprint = {2304.12718},
    Projects = {PlanQK,EniQmA,SeQuenC}
}
  2. Truger, Felix; Barzen, Johanna; Bechtold, Marvin; Beisel, Martin; Leymann, Frank; Mandl, Alexander; Yussupov, Vladimir: Warm-Starting and Quantum Computing: A Systematic Mapping Study., arXiv:2303.06133, 2023. pdf, ‌
    BibTeX 
    @Article{Truger2023_warm_starting,
    Author = {Truger, Felix and Barzen, Johanna and Bechtold, Marvin and Beisel, Martin and Leymann, Frank and Mandl, Alexander and Yussupov, Vladimir},
    Title = {{Warm-Starting and Quantum Computing: A Systematic Mapping Study}},
    Year = 2023,
    Month = mar,
    ArchivePrefix = {arXiv},
    Eprint = {2303.06133},
    Projects = {PlanQK,SEQUOIA,EniQmA,SeQuenC}
}
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