Hybrid quantum classical graph neural networks for particle track reconstruction. - Cenk Tüysüz; Carla Rieger; Kristiane Novotny; Bilge Demirköz; Daniel Dobos; Karolos Potamianos; Sofia Vallecorsa; Jean-Roch Vlimant; Richard Forster (Quantum Mach. Intell., 2021)

Quantum encoding is suitable for matched filtering. - Doga Veske; Cenk Tüysüz; Mirko Amico; Nicholas T. Bronn; Olivia T. Lanes; Zsuzsa Márka; Szabolcs Márka (CoRR, 2022)

Quantum Algorithms for Charged Particle Track Reconstruction in the LUXE Experiment. - Arianna Crippa; Lena Funcke; Tobias Hartung; Beate Heinemann; Karl Jansen; Annabel Kropf; Stefan Kühn; Federico Meloni; David Spataro; Cenk Tüysüz; Yee Chinn Yap (Comput. Softw. Big Sci., 2023)

Classical splitting of parametrized quantum circuits. - Cenk Tüysüz; Giuseppe Clemente; Arianna Crippa; Tobias Hartung; Stefan Kühn; Karl Jansen (Quantum Mach. Intell., 2023)

Symmetry breaking in geometric quantum machine learning in the presence of noise. - Cenk Tüysüz; Su Yeon Chang; Maria Demidik; Karl Jansen; Sofia Vallecorsa; Michele Grossi (CoRR, 2024)

Expressive equivalence of classical and quantum restricted Boltzmann machines. - Maria Demidik; Cenk Tüysüz; Nico Piatkowski; Michele Grossi; Karl Jansen (CoRR, 2025)