Julia Dvorak, M.Sc.

  • 76131 Karlsruhe
    Kaiserstraße 12

Julia Dvorak, M.Sc.

Area of Research:

  • Industry 4.0
  • Human Centered Artificial Intelligence in Production

General Tasks:

  • Lecture Integrated Production Planning in the Age of I4.0
  • Seminar Data Mining in Production


Curriculum Vitae:

since 10/2020

Research Associate at the Institute of Production Science (wbk) at Karlsruhe Institute of Technology (KIT)

04/2021 – 9/2021

PricewaterhouseCoopers GmbH

Technology Consulting


Double Degree (M.Sc. & Diplôme d’Ingénieur) of Industrial Engineering at Karlsruhe Institute of Technology (KIT) and Grenoble Institute of Technology (INP)

10/2014 – 12/2017

Studies of Industrial Engineering at Karlsruhe Institute of Technology (KIT)


Reinforcement Learning for Improvement Measure Selection in Learning Factories
May, M. C.; Hermeler, S.; Mauch, E.; Dvorak, J.; Schäfer, L.; Lanza, G.
2023. Proceedings of the 13th Conference on Learning Factories (CLF 2023). Hrsg.: Hummel, Vera, Social Science Electronic Publishing. doi:10.2139/ssrn.4470426
Assessment of the potential of gamification in manual assembly
Dvorak, J.; Merforth, M.; Kandler, M.; Clever, F.; May, M. C.; Lanza, G.
2023. 13th Conference on Learning Factories (CLF 2023) Hrsg.: Hummel, Vera. doi:10.2139/ssrn.4471436
Der Mensch im Fokus : Integration von Assistenzsystemen entlang einer Montagelinie für Elektromotoren = Focus on People : Integration of Assistance Systems along an Assembly Line for Electric Motors
Dvorak, J.; Kandler, M.; Clever, F.; Mahanty, W.; Beiner, S.; Lanza, G.; Kinkel, S.
2022. ZWF Zeitschrift fuer Wirtschaftlichen Fabrikbetrieb, 117 (6), 415–418. doi:10.1515/zwf-2022-1071
Explainable AI: A key driver for AI adoption, a mistaken concept or a practically irrelevant feature?
Dvorak, J.; Kopp, T.; Kinkel, S.; Lanza, G.
2022. 4. UR-AI Symposium an der HFU, Schwenningen, 19.10.2022, 88–97, Hochschule Furtwangen