Profile of Alexander Geng

Fields of Activity / Competences

• Image Processing
• Deep Learning 
• Quanten-Computing

 

 

Publications

Major Publications

• Geng, A.; Moghiseh, A.; Redenbach, C.; Schladitz, K.:
  Quantum image processing on real superconducting and trapped-ion based quantum computers.
  De Gruyter Oldenbourg, published online: May 11, 2023.
  https://doi.org/10.1515/teme-2023-0008
• 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

A collection of publications by Alexander Geng in the Fraunhofer-Publica

 

Dissertation in Process

• Deep learning for reconstruction of material structures from FIB-SEM images

Courses and Conferences with a Contribution

• AMEE 2023 International Conference on Applications of Mathematics in Engineering and Economics at Sozopol (Bulgaria). June 10-16, 2023.
• Image Processing Forum 2022 at Fraunhofer IOSB Karlsruhe (Germany). November 24-25, 2022.
• QTML2022 Quantum Techniques in Machine Learning at Centro Congressi Federico II Naples (Italy). November 07-12, 2022.
• Futuras in Res: The Quantum Breakthrough at Hilton Berlin (Germany). September 28-29, 2022.
• EQAI 2022 European Summer School on Quantum AI at CISM Udine (Italy). September 12-16, 2022.
• Superconducting Qubits and Algorithms Conference 2022 at Paasitorni Congress Center Helsinki (Finland). August 25-28, 2022.
• Fraunhofer Quantum Doc-Forum 2022 at Suhl, Thuringen (Germany). July 26-28, 2022.
• 5th Young Researchers Symposium 2022 at Fraunhofer ITWM, Kaiserslautern (Germany). July 22, 2022.
• 741. WE-Heraeus-Seminar on Quantum Measurement Theory: Foundations and Applications. Physikzentrum Bad Honnef (Germany).  July 10-13, 2022.
• Quantum Techniques in Machine Learning 2021. Virtual Conference in Tokio (Japan). November 8-12, 2021.

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.