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: 2.228

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.

Software Projects

QuAntiL

QuAntiL covers several aspects of the quantum application lifecycle and provides tooling support for the implementation, deployment, execution, and monitoring of quantum applications.

Winery

Winery is a web-based modeling tool to model applications based on the TOSCA standard. It mainly consists of three parts: (1) a TOSCA Definition management tool, (2) a graphical topology modeling tool, and (3) a repository for storing and versioning components and applications.

Publications

Journal Papers

  1. Beisel, Martin; Barzen, Johanna; Bechtold, Marvin; Leymann, Frank; Truger, Felix; Weder, Benjamin: Metamodel and Formalization to Model, Transform, Deploy, and Execute Quantum Workflows. In: Cloud Computing and Services Science. Vol. 1845, Springer International Publishing, 2024.
    BibTeX 
    @article{Beisel2024_QuantumWorkflowMetamodel,
    Title = {{Metamodel and Formalization to Model, Transform, Deploy, and Execute Quantum Workflows}},
    Author = {Beisel, Martin and Barzen, Johanna and Bechtold, Marvin and Leymann, Frank and Truger, Felix and Weder, Benjamin},
    Year = 2024,
    Month = aug,
    Journal = {Cloud Computing and Services Science},
    Publisher = {Springer International Publishing},
    Pages = {113--136},
    Volume = {1845},
    Doi = {10.1007/978-3-031-68165-3_6},
    url = {https://link.springer.com/chapter/10.1007/978-3-031-68165-3_6},
    projects = {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. In: ACM Computing Surveys. Vol. 56(9), ACM, 2024. pdf, ‌
    BibTeX 
    @article{Truger2023_WarmStarting,
    Title = {{Warm-Starting and Quantum Computing: A Systematic Mapping Study}},
    Author = {Truger, Felix and Barzen, Johanna and Bechtold, Marvin and Beisel, Martin and Leymann, Frank and Mandl, Alexander and Yussupov, Vladimir},
    Year = 2024,
    Month = apr,
    Journal = {ACM Computing Surveys},
    Publisher = {ACM},
    Pages = {1--31},
    Volume = {56},
    Number = {9},
    Doi = {10.1145/3652510},
    url = {https://doi.org/10.1145/3652510},
    projects = {EniQmA,SeQuenC,PlanQK,SEQUOIA}
}
  3. 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,
    Title = {{Provenance-Preserving Analysis and Rewrite of Quantum Workflows for Hybrid Quantum Algorithms}},
    Author = {Weder, Benjamin and Barzen, Johanna and Beisel, Martin and Leymann, Frank},
    Year = 2023,
    Month = feb,
    Journal = {SN Computer Science},
    Publisher = {Springer},
    Pages = {1--19},
    Volume = {4},
    Number = {233},
    Doi = {10.1007/s42979-022-01625-9},
    url = {https://link.springer.com/article/10.1007/s42979-022-01625-9},
    projects = {EniQmA,PlanQK}
}
  4. 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,
    Title = {{Configurable Readout Error Mitigation in Quantum Workflows}},
    Author = {Beisel, Martin and Barzen, Johanna and Leymann, Frank and Truger, Felix and Weder, Benjamin and Yussupov, Vladimir},
    Year = 2022,
    Month = sep,
    Journal = {Electronics},
    Publisher = {MDPI},
    Volume = {11},
    Number = {19},
    url = {https://www.mdpi.com/2079-9292/11/19/2983},
    projects = {PlanQK,SEQUOIA,EniQmA,SeQuenC}
}
  5. 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,
    Title = {{Selection and Optimization of Hyperparameters in Warm-Started Quantum Optimization for the MaxCut Problem}},
    Author = {Truger, Felix and Beisel, Martin and Barzen, Johanna and Leymann, Frank and Yussupov, Vladimir},
    Year = 2022,
    Month = mar,
    Journal = {Electronics},
    Publisher = {MDPI},
    Volume = {11},
    Number = {7},
    Doi = {10.3390/electronics11071033},
    url = {https://www.mdpi.com/2079-9292/11/7/1033},
    projects = {SEQUOIA,PlanQK}
}

Conference Papers

  1. Beisel, Martin; Barzen, Johanna; Leymann, Frank; Stiliadou, Lavinia; Vietz, Daniel; Weder, Benjamin: Pattern-based Generation and Adaptation of Quantum Workflows. In: Proceedings of the 47th International Conference on Software Engineering (ICSE 2025), IEEE, 2025.
    BibTeX 
    @inproceedings{Beiselino2025_PatternBasedQuantumWorkflows,
    Title = {{Pattern-based Generation and Adaptation of Quantum Workflows}},
    Author = {Beisel, Martin and Barzen, Johanna and Leymann, Frank and Stiliadou, Lavinia and Vietz, Daniel and Weder, Benjamin},
    Year = 2025,
    Month = may,
    Booktitle = {Proceedings of the 47\textsuperscript{th} International Conference on Software Engineering (ICSE 2025)},
    Publisher = {IEEE},
    Pages = {733--745},
    Doi = {10.1109/ICSE55347.2025.00196},
    url = {https://www.computer.org/csdl/proceedings-article/icse/2025/056900a733/251mHfdaw0w},
    projects = {EniQmA,SeQuenC}
}
  2. Stiliadou, Lavinia; Barzen, Johanna; Beisel, Martin; Leymann, Frank; Weder, Benjamin: Patterns for Quantum Machine Learning. In: Proceedings of the 17th International Conference on Pervasive Patterns and Applications (PATTERNS 2025), Xpert Publishing Services (XPS), 2025.
    BibTeX 
    @inproceedings{Stiliadou2025_QMLPatterns,
    Title = {{Patterns for Quantum Machine Learning}},
    Author = {Stiliadou, Lavinia and Barzen, Johanna and Beisel, Martin and Leymann, Frank and Weder, Benjamin},
    Year = 2025,
    Month = apr,
    Booktitle = {Proceedings of the 17\textsuperscript{th} International Conference on Pervasive Patterns and Applications (PATTERNS 2025)},
    Publisher = {Xpert Publishing Services (XPS)},
    Pages = {7--14},
    isbn = {78-1-68558-263-0},
    url = {https://www.thinkmind.org/index.php?view=article&articleid=patterns_2025_1_20_70007},
    projects = {EniQmA,SeQuenC}
}
  3. Beisel, Martin; Barzen, Johanna; Leymann, Frank; Weder, Benjamin: Operations Patterns for Hybrid Quantum Applications. In: Proceedings of the 15th International Conference on Cloud Computing and Services Science (CLOSER 2025), SciTePress, 2025.
    BibTeX 
    @inproceedings{Beisel2025_QuantumOperationsPatterns,
    Title = {{Operations Patterns for Hybrid Quantum Applications}},
    Author = {Beisel, Martin and Barzen, Johanna and Leymann, Frank and Weder, Benjamin},
    Year = 2025,
    Month = apr,
    Booktitle = {Proceedings of the 15\textsuperscript{th} International Conference on Cloud Computing and Services Science (CLOSER 2025)},
    Publisher = {SciTePress},
    Pages = {26--36},
    Doi = {10.5220/0013246900003950},
    url = {https://www.scitepress.org/PublicationsDetail.aspx?ID=kMzixhLSgO0=&t=1},
    projects = {EniQmA,SeQuenC}
}
  4. Beisel, Martin; Barzen, Johanna; Leymann, Frank; Stiliadou, Lavinia; Weder, Benjamin: Observability for Quantum Workflows in Heterogeneous Multi-cloud Environments. In: Advanced Information Systems Engineering – CAiSE 2024, Springer, 2024.
    BibTeX 
    @inproceedings{Beisel2024_ObservabilityForQuantumWorkflows,
    Title = {{Observability for Quantum Workflows in Heterogeneous Multi-cloud Environments}},
    Author = {Beisel, Martin and Barzen, Johanna and Leymann, Frank and Stiliadou, Lavinia and Weder, Benjamin},
    Year = 2024,
    Month = jun,
    Booktitle = {Advanced Information Systems Engineering -- CAiSE 2024},
    Publisher = {Springer},
    Pages = {612--627},
    Doi = {10.1007/978-3-031-61057-8_36},
    url = {https://link.springer.com/chapter/10.1007/978-3-031-61057-8_36},
    projects = {EniQmA,SeQuenC}
}
  5. Truger, Felix; Barzen, Johanna; Beisel, Martin; Leymann, Frank; Yussupov, Vladimir: Warm-Starting Patterns for Quantum Algorithms. In: Proceedings of the 16th International Conference on Pervasive Patterns and Applications (PATTERNS 2024), Xpert Publishing Services (XPS), 2024. pdf, ‌
    BibTeX 
    @inproceedings{Truger2024_WarmStartingPatterns,
    Title = {{Warm-Starting Patterns for Quantum Algorithms}},
    Author = {Truger, Felix and Barzen, Johanna and Beisel, Martin and Leymann, Frank and Yussupov, Vladimir},
    Year = 2024,
    Month = apr,
    Booktitle = {Proceedings of the 16\textsuperscript{th} International Conference on Pervasive Patterns and Applications (PATTERNS 2024)},
    Publisher = {Xpert Publishing Services (XPS)},
    Pages = {25--31},
    isbn = {978-1-68558-161-9},
    url = {https://www.thinkmind.org/index.php?view=article&articleid=patterns_2024_2_10_70005},
    projects = {EniQmA,SeQuenC}
}
  6. Bechtold, Marvin; Barzen, Johanna; Beisel, Martin; Leymann, Frank; Weder, Benjamin: Patterns for Quantum Circuit Cutting. In: Proceedings of the 30th Conference on Pattern Languages of Programs, The Hillside Group, 2023. pdf, ‌
    BibTeX 
    @inproceedings{Bechtold2023_CuttingPatterns,
    Title = {{Patterns for Quantum Circuit Cutting}},
    Author = {Bechtold, Marvin and Barzen, Johanna and Beisel, Martin and Leymann, Frank and Weder, Benjamin},
    Year = 2023,
    Month = oct,
    Booktitle = {Proceedings of the 30\textsuperscript{th} Conference on Pattern Languages of Programs},
    Publisher = {The Hillside Group},
    articleno = {25},
    Series = {PLoP '23},
    isbn = {9781941652190},
    url = {https://dl.acm.org/doi/10.5555/3721041.3721066},
    projects = {PlanQK,EniQmA,SeQuenC},
    numpages = {12}
}
  7. 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,
    Title = {{Execution Patterns for Quantum Applications}},
    Author = {Georg, Daniel and Barzen, Johanna and Beisel, Martin and Leymann, Frank and Obst, Julian and Vietz, Daniel and Weder, Benjamin and Yussupov, Vladimir},
    Year = 2023,
    Month = jul,
    Booktitle = {Proceedings of the 18\textsuperscript{th} International Conference on Software Technologies - ICSOFT},
    Publisher = {SciTePress},
    Pages = {258--268},
    Doi = {10.5220/0012057700003538},
    isbn = {978-989-758-665-1},
    issn = {2184-2833},
    url = {https://www.scitepress.org/Link.aspx?doi=10.5220%2f0012057700003538},
    projects = {PlanQK,EniQmA,SeQuenC}
}
  8. 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,
    Title = {{Patterns for Quantum Software Development}},
    Author = {B{\"u}hler, Fabian and Barzen, Johanna and Beisel, Martin and Georg, Daniel and Leymann, Frank and Wild, Karoline},
    Year = 2023,
    Month = jun,
    Booktitle = {Proceedings of the 15\textsuperscript{th} International Conference on Pervasive Patterns and Applications (PATTERNS 2023)},
    Publisher = {Xpert Publishing Services (XPS)},
    Pages = {30--39},
    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}
}
  9. 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,
    Title = {{QuantME4VQA: Modeling and Executing Variational Quantum Algorithms Using Workflows}},
    Author = {Beisel, Martin and Barzen, Johanna and Bechtold, Marvin and Leymann, Frank and Truger, Felix and Weder, Benjamin},
    Year = 2023,
    Month = apr,
    Booktitle = {Proceedings of the 13\textsuperscript{th} International Conference on Cloud Computing and Services Science (CLOSER 2023)},
    Publisher = {SciTePress},
    Pages = {306--315},
    Doi = {10.5220/0011997500003488},
    url = {https://www.scitepress.org/PublicationsDetail.aspx?ID=z3QRYnUlyQs=&t=1},
    projects = {EniQmA,SeQuenC,PlanQK}
}
  10. 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,
    Title = {{Analysis and Rewrite of Quantum Workflows: Improving the Execution of Hybrid Quantum Algorithms}},
    Author = {Weder, Benjamin and Barzen, Johanna and Beisel, Martin and Leymann, Frank},
    Year = 2022,
    Month = apr,
    Booktitle = {Proceedings of the 12\textsuperscript{th} International Conference on Cloud Computing and Services Science (CLOSER 2022)},
    Publisher = {SciTePress},
    Pages = {38--50},
    Doi = {10.5220/0011035100003200},
    url = {https://www.scitepress.org/PublicationsDetail.aspx?ID=8gCNIWqSke0=},
    projects = {SimTech,PlanQK,SEQUOIA}
}
  11. 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,
    Title = {{Patterns for Quantum Error Handling}},
    Author = {Beisel, Martin and Barzen, Johanna and Leymann, Frank and Truger, Felix and Weder, Benjamin and Yussupov, Vladimir},
    Year = 2022,
    Month = apr,
    Booktitle = {Proceedings of the 14\textsuperscript{th} International Conference on Pervasive Patterns and Applications (PATTERNS 2022)},
    Publisher = {Xpert Publishing Services (XPS)},
    Pages = {22--30},
    isbn = {978-1-61208-953-9},
    url = {https://www.thinkmind.org/index.php?view=article&articleid=patterns_2022_2_10_70007},
    projects = {SEQUOIA,PlanQK}
}

Workshop Papers

  1. Obst, Julian; Barzen, Johanna; Beisel, Martin; Leymann, Frank; Salm, Marie; Truger, Felix: Comparing Quantum Service Offerings. In: 2023 IEEE International Conference on Quantum Computing and Engineering (QCE), IEEE, 2023. pdf, ‌
    BibTeX 
    @inproceedings{Obst2023_ComparingQuantumOfferings,
    Title = {{Comparing Quantum Service Offerings}},
    Author = {Obst, Julian and Barzen, Johanna and Beisel, Martin and Leymann, Frank and Salm, Marie and Truger, Felix},
    Year = 2023,
    Month = sep,
    Booktitle = {2023 IEEE International Conference on Quantum Computing and Engineering (QCE)},
    Publisher = {IEEE},
    Pages = {181--184},
    Volume = {02},
    Doi = {10.1109/QCE57702.2023.10206},
    url = {https://ieeexplore.ieee.org/document/10313655},
    type = {Workshop},
    projects = {PlanQK,EniQmA,SeQuenC}
}

Demonstrators

  1. Beisel, Martin; Alvarado-Valiente, Jaime; Barzen, Johanna; Leymann, Frank; Romero-Álvarez, Javier; Stiliadou, Lavinia; Weder, Benjamin: Utilizing a Standards-Based Toolchain to Model and Execute Quantum Workflows. In: Web Engineering – ICWE 2024, Springer, 2024.
    BibTeX 
    @inproceedings{Beisel2024_UtilizingStandardsBasedToolchain,
    Title = {{Utilizing a Standards-Based Toolchain to Model and Execute Quantum Workflows}},
    Author = {Beisel, Martin and Alvarado-Valiente, Jaime and Barzen, Johanna and Leymann, Frank and Romero-{\'A}lvarez, Javier and Stiliadou, Lavinia and Weder, Benjamin},
    Year = 2024,
    Month = jun,
    Booktitle = {Web Engineering -- ICWE 2024},
    Publisher = {Springer},
    Pages = {401--405},
    Doi = {10.1007/978-3-031-62362-2_33},
    url = {https://link.springer.com/chapter/10.1007/978-3-031-62362-2_33},
    type = {Demonstration},
    projects = {EniQmA,SeQuenC}
}
  2. 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,
    Title = {{Quokka: A Service Ecosystem for Workflow-Based Execution of Variational Quantum Algorithms}},
    Author = {Beisel, Martin and Barzen, Johanna and Garhofer, Simon and Leymann, Frank and Truger, Felix and Weder, Benjamin and Yussupov, Vladimir},
    Year = 2023,
    Month = mar,
    Booktitle = {Service-Oriented Computing -- ICSOC 2022 Workshops},
    Publisher = {Springer},
    Pages = {369--373},
    Doi = {10.1007/978-3-031-26507-5_35},
    url = {https://link.springer.com/chapter/10.1007/978-3-031-26507-5_35},
    type = {Demonstration},
    projects = {EniQmA,SeQuenC,PlanQK}
}

Tutorials

  1. Beisel, Martin; Garcia-Alonso, Jose; Murillo, Juan M.; Weder, Benjamin: Quantum Service-Oriented Computing: A Practical Introduction to Quantum Web Services and Quantum Workflows. In: Web Engineering – ICWE 2024, Springer, 2024.
    BibTeX 
    @inproceedings{Beisel2024_IntroToQuantumServiceOrientedComputing,
    Title = {{Quantum Service-Oriented Computing: A Practical Introduction to Quantum Web Services and Quantum Workflows}},
    Author = {Beisel, Martin and Garcia-Alonso, Jose and Murillo, Juan M. and Weder, Benjamin},
    Year = 2024,
    Month = jun,
    Booktitle = {Web Engineering -- ICWE 2024},
    Publisher = {Springer},
    Pages = {465--468},
    Doi = {10.1007/978-3-031-62362-2_45},
    url = {https://link.springer.com/chapter/10.1007/978-3-031-62362-2_45},
    type = {Tutorial},
    projects = {EniQmA,SeQuenC}
}
  2. 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,
    Title = {{A Practical Introduction for Developing and Operating Hybrid Quantum Applications}},
    Author = {Beisel, Martin and Gemeinhardt, Felix and Salm, Marie and Weder, Benjamin},
    Year = 2023,
    Month = jun,
    Booktitle = {Web Engineering -- ICWE 2023},
    Publisher = {Springer},
    Pages = {409--412},
    Doi = {10.1007/978-3-031-34444-2_36},
    url = {https://link.springer.com/chapter/10.1007/978-3-031-34444-2_36},
    type = {Tutorial},
    projects = {EniQmA,SeQuenC,PlanQK}
}
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