Dieses Bild zeigt Lavinia Stiliadou

Lavinia Stiliadou

Frau M. Sc.

Wissenschaftliche Mitarbeiterin
Institut für Architektur von Anwendungssystemen (IAAS)

Kontakt

+49 711 685 88488

Universitätsstraße 38
70569 Stuttgart
Deutschland
Raum: 2.228

  • Bartenbach, Arne; Bonet, Gabriel; Hengst, Nora; Kuhn, Maximilian; Januschke, Lukas; Lokman, Fadil; Walcher, Christoph: "Integrated Quantum Ecosystem", Entwicklungsprojekt, 2023.

  • Ülger, Victor: "Analyzing the Effect of Entanglement of Training Samples on the Loss Landscape of Quantum Neural Networks", Masterarbeit, 2024.

  • Altobgy, Salaheldeen Kareem: "Workflow Modeler Integration in QHAna", Bachelorarbeit, 2024.

  • Ceri, Serhat; Klenk, Jonathan; Mürwald, Alina; Volpe, Anna: "Evaluating the Performance of Optimizers on the Loss Landscape of Quantum Neural Networks", Forschungsprojekt, 2024.
  • Aboulgadayel, Omar; Moninger, Lukas; Weiß, Alexander: "Developing a Quantum Machine Learning Toolbox", Forschungsprojekt, 2024.

Laufende Studienarbeiten:

  • Hornberger, Simeon; Sang, Florian; Warkentin, Max: "Verbesserung der Usability von QHAna Plugins", Forschungsprojekt, 2025.
  • Datta, Shishir; Ramesch, Rahul: "Pattern-based Implementation of Quantum Algorithms", Forschungsprojekt, 2025. 
  • Mürwald, Alina: "Integrating Curvature into the Cost Landscape of Variational Quantum Algorithms", Bachelorarbeit, 2025. 
  • Gabriel, Arne; Heugel, Johannes; Kurz, Lukas; Lazarus, Len; Radek, Louis: "Development of a Backend for the Low-Code Platform", Forschungsprojekt, 2025.
  • Gillich, Lukas: "Pluggable Warm-Starts for Quantum Computation", Masterarbeit, 2025.

Projekte

 
PlanQK

Plattform und Ökosystem für Quantenapplikationen.

 

Softwareprojekte

QuAntiL

QuAntiL deckt mehrere Aspekte des Lebenszyklus von Quantenanwendungen ab und bietet Tooling-Unterstützung für die Implementierung, Bereitstellung, Ausführung und Überwachung von Quantenanwendungen.

Publikationen

Konferenzbeiträge

  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. Stiliadou, Lavinia; Barzen, Johanna; Leymann, Frank; Mandl, Alexander; Weder, Benjamin: Exploring the Cost Landscape of Variational Quantum Algorithms. In: Proceedings of the 18th Symposium and Summer School on Service-Oriented Computing (SummerSOC 2024), Springer, 2024.
    BibTeX 
    @inproceedings{Schlaviniadou2024_CostLandscapes,
    Title = {{Exploring the Cost Landscape of Variational Quantum Algorithms}},
    Author = {Stiliadou, Lavinia and Barzen, Johanna and Leymann, Frank and Mandl, Alexander and Weder, Benjamin},
    Year = 2024,
    Month = oct,
    Booktitle = {Proceedings of the 18\textsuperscript{th} Symposium and Summer School on Service-Oriented Computing (SummerSOC 2024)},
    Publisher = {Springer},
    Pages = {128--142},
    Doi = {10.1007/978-3-031-72578-4_7},
    url = {https://link.springer.com/chapter/10.1007/978-3-031-72578-4_7},
    projects = {PlanQK,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}
}

Demonstratoren

  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}
}
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