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@ARTICLE{Hader:1044873,
      author       = {Hader, Fabian and FUCHS, FABIAN and Fleitmann, Sarah and
                      Havemann, Karin and SCHERER, BENEDIKT and Vogelbruch, Jan
                      and Geck, Lotte and Waasen, Stefan van},
      title        = {{A}utomated {C}harge {T}ransition {D}etection in {Q}uantum
                      {D}ot {C}harge {S}tability {D}iagrams},
      journal      = {IEEE transactions on quantum engineering},
      volume       = {6},
      issn         = {2689-1808},
      address      = {New York, NY},
      publisher    = {IEEE},
      reportid     = {FZJ-2025-03407},
      pages        = {5500414},
      year         = {2025},
      abstract     = {Gate-defined semiconductor quantum dots require an
                      appropriate number of electrons to function as qubits. The
                      number of electrons is usually tuned by analyzing charge
                      stability diagrams, in which charge transitions manifest as
                      edges. Therefore, to fully automate qubit tuning, it is
                      necessary to recognize these edges automatically and
                      reliably. This article investigates possible detection
                      methods, describes their training with simulated data from
                      the SimCATS framework, and performs a quantitative
                      comparison with a future hardware implementation in mind.
                      Furthermore, we investigated the quality of the optimized
                      approaches on experimentally measured data from a GaAs and a
                      SiGe qubit sample.},
      cin          = {PGI-4},
      ddc          = {621.3},
      cid          = {I:(DE-Juel1)PGI-4-20110106},
      pnm          = {5223 - Quantum-Computer Control Systems and Cryoelectronics
                      (POF4-522)},
      pid          = {G:(DE-HGF)POF4-5223},
      typ          = {PUB:(DE-HGF)16},
      UT           = {WOS:001569673100001},
      doi          = {10.1109/TQE.2025.3596392},
      url          = {https://juser.fz-juelich.de/record/1044873},
}