2025

• Rachinger B., Thielen N., Meier S., Franke J., Risch F.:
  Improving THT-AOI Image Classification through Federated Learning: A Study on Model Performance and Training Stability under Various Data Distributions
  IPC APEX EXPO 2025 (Anaheim, Kalifornien, 18. March 2025 - 20. March 2025)
  In: IPC APEX EXPO 2025 Technical Conference Proceedings, Bannockburn, Illinois: 2025
  BibTeX: Download
• Thielen N., Braun J., Rachinger B., Franke J., Risch F., Reinhardt A.:
  Improving Data Augmentation in Deep Learning-Based THT Solder Joint Classification with Synthetic Data and Active Learning
  2025 Pan Pacific Strategic Electronics Symposium, Pan Pacific 2025 (Maui, HI, 27. January 2025 - 30. January 2025)
  In: 2025 Pan Pacific Strategic Electronics Symposium (Pan Pacific) 2025
  DOI: 10.23919/PanPacific65826.2025.10908927
  BibTeX: Download

2024

• Rachinger B., Seidel R., Meier S., Franke J.:
  Optimierung der Prozessparameter beim Selektivwellenlöten mit Hilfe von Offline Reinforcement Learning
  EBL Fellbach (Fellbach, 5. March 2024 - 6. March 2024)
  In: GMM-Fb. 107: EBL 2024 – Elektronische Baugruppen und Leiterplatten 2024
  URL: https://www.vde-verlag.de/buecher/456265/gmm-fb-107-ebl-2024-elektronische-baugruppen-und-leiterplatten.html
  BibTeX: Download
• Thielen N., Rachinger B., Schröder F., Preitschaft A., Meier S., Seidel R., Reinhardt A., Franke J.:
  Comparative Study on Different Methods to Generate Synthetic Data for the Classification of THT Solder Joints
  2024 1st International Conference on Production Technologies and Systems for E-Mobility (Bamberg, 5. June 2024 - 6. June 2024)
  In: 2024 1st International Conference on Production Technologies and Systems for E-Mobility (EPTS), New York City: 2024
  DOI: 10.1109/EPTS61482.2024.10586740
  BibTeX: Download

2023

• Seidel R., Rachinger B., Thielen N., Schmidt K., Meier S., Franke J.:
  Development and validation of a digital twin framework for SMT manufacturing
  In: Computers in Industry 145 (2023)
  ISSN: 0166-3615
  DOI: 10.1016/j.compind.2022.103831
  BibTeX: Download