Julia Dvorak, M.Sc.
- Research Associate
- department: Production Systems
- office hours: to be agreed
- room: 109, 50.36
- phone: +49 1523 9502584
- Julia Dvorak ∂does-not-exist.kit edu
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
Projects:
Curriculum Vitae:
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since 10/2020 |
Research Associate at the Institute of Production Science (wbk) at Karlsruhe Institute of Technology (KIT) |
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04/2021 – 9/2021 |
PricewaterhouseCoopers GmbH Technology Consulting |
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04/2018-01/2021 |
Double Degree (M.Sc. & Diplôme d’Ingénieur) of Industrial Engineering at Karlsruhe Institute of Technology (KIT) and Grenoble Institute of Technology (INP) |
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10/2014 – 12/2017 |
Studies of Industrial Engineering at Karlsruhe Institute of Technology (KIT) |
Publications
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
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
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
A Systematic Approach to Task Assignment and Production Planning in Disassembly with Employee Skills
Dvorak, J.; Wurster, M.; May, M. C.; Lanza, G.
2023. Procedia CIRP, 120, 958–963. doi:10.1016/j.procir.2023.09.107
Dvorak, J.; Wurster, M.; May, M. C.; Lanza, G.
2023. Procedia CIRP, 120, 958–963. doi:10.1016/j.procir.2023.09.107
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
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
Dvorak, J.; Kopp, T.; Kinkel, S.; Lanza, G.
2022. 4. UR-AI Symposium an der HFU, Schwenningen, 19.10.2022, 88–97, Hochschule Furtwangen