Maja Franz

Maja Franz (M.Sc.)

Doctoral Student

Mail: maja.franz@oth-regensburg.de

Projects

Publications

2024

CHEP Conference
Co-Design of Quantum Hardware and Algorithms in Nuclear and High Energy Physics
Maja Franz, Pía Zurita, Markus Diefenthaler, Wolfgang MauererProceedings of the 26th International Conference on Computing in High Energy & Nuclear Physics2024.
PDF [BibTex]

2023

Thesis
Uncovering Instabilities in Variational-Quantum Deep Q-Networks
Maja Franz2023.
PDF [BibTex]
SIGMOD Tutorial A*
Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research
Tobias Winker, Sven Groppe, Valter Uotila, Zhengtong Yan, Jiaheng Lu, Maja Franz, Wolfgang MauererCompanion of the 2023 International Conference on Management of DataAssociation for Computing Machinery2023.
PDF 10.1145/3555041.3589404 [BibTex]

2022

Journal 4.45
Uncovering Instabilities in Variational-Quantum Deep Q-Networks
Maja Franz, Lucas Wolf, Maniraman Periyasamy, Ch. Ufrecht, D. Scherer, A. Plinge, Ch. Mutschler, Wolfgang MauererJournal of The Franklin InstituteElsevier (Open Access)2022.
PDF 10.1016/j.jfranklin.2022.08.021 Reproduction Package [BibTex]
ICSA Workshop A
Peel | Pile? Cross-Framework Portability of Quantum Software
Manuel Schönberger, Maja Franz, Stefanie Scherzinger, Wolfgang Mauerer2022 IEEE 19th International Conference on Software Architecture Companion (ICSA-C)2022.
PDF 10.1109/ICSA-C54293.2022.00039 Reproduction Package [BibTex]

Supervised Theses

2023

Theses

Reinforcement Learning mit parametrisierten Quantenschaltkreisen
Type: Bachelor thesis
State: finished
Supervisor: Wolfgang Mauerer
Project: QLindA
Student: Maja Franz (submitted: 31. Aug 2021)
Verfahren und Konzepte des quantenbasierten Reinforcement Learnings werden vorgestellt und daraus entwickelte Technologien experimentell untersucht.
Uncovering Instabilities in Variational-Quantum Deep Q-Networks
 
Type: Master thesis
State: finished
Supervisor: Wolfgang Mauerer
Project: TAQO-PAM, QLindA
Student: Maja Franz (submitted: 23. May 2023)