Profile of Alexander Geng

Fields of Activity / Competences

• Image Processing
• Deep Learning 
• Quanten-Computing
• Quantum Machine Learning

Publications

Major Publications

• Geng, A.:
  Application of Hybrid Quantum Machine Learning for Image Processing in the NISQ Era.
  Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau, 2024. https://doi.org/10.26204/KLUEDO/8207
• Geng, A.; Moghiseh, A.; Redenbach, C.; Schladitz, K.:
  Quantum image processing on real superconducting and trapped-ion based quantum computers.
  tm-Technisches Messen, vol. 90, no. 7-8, 2023, pp. 445-454.
  
• Geng, A.; Moghiseh, A.; Redenbach, C.; Schladitz, K.:
  A hybrid quantum image edge detector for the NISQ era.
  Quantum Machine Intelligence, vol. 4, no. 2, 2022. https://doi.org/10.1007/s42484-022-00071-3
• Geng, A.; Moghiseh, A.; Redenbach, C.; Schladitz, K.:
  Improved FRQI on superconducting processors and its restrictions in the NISQ era.
  Quantum Information Processing, vol. 22, no. 2, 2023. https://doi.org/10.1007/s11128-023-03838-0
• Geng, A.; Moghiseh, A.; Schladitz, K.: Kapitel „Quanten-Bildverarbeitung“ in Wittmann, I. (Parthier S.): Quantencomputing & IT-Sicherheit. IT Security, eBook. IT Verlag für Informationstechnik GmbH, März 2021.
  
• Geng A.; Moghiseh A.; Redenbach C. and Schladitz K.: 
  Comparing optimization methods for deep learning in image processing applications. 
  De Gruyter Oldenbourg, published online: May 4, 2021.
  https://doi.org/10.1515/teme-2021-0023

Licenses and Certifications

• Certification of Quantum Excellence by Qiskit Global Summer School on Quantum Machine Learning. Issued July 2021 - No Expiration Date.
• Certified Scientific Trainer Foundation Level by Fraunhofer - Personenzertifizierung. Issued July 2022 - Expires June 2025. 

 

Training Courses

• Coordinator and tutor of presence workshop "Basics of Quantum Computing" in coorperation with RPTU Nachwuchsring. Oktober 16 - 20, 2023.
• Coordinator and tutor of presence workshop "Quantum Machine Learning" in coorperation with RPTU Nachwuchsring. March 27 - April 4, 2023.
• Coordinator, member of expert committee, and examiner of Quantum Computing Professional Basic Level by Fraunhofer Academy: Education Course Quantum Computing with personal certificate. October 10-14, 2022.
• Coordinator and tutor of online workshop »The basics of Quantum Computing« in coorperation with RPTU Nachwuchsring. October 24-28, 2022.
  
• Tutor training series "Introduction to Quantum Computing" in coorperation with RPTU Nachwuchsring. July 14 - August 11, 2021.
• Tutor online workshop "Introduction to Quantum Computing". November 17 - 18, 2021.