Dr.-Ing. Markus Döllken IPEK

Dr.-Ing. Markus Döllken

Markus Döllken

Field of Research

  • Investigation of visual paths during the analysis of technical systems
  • Investigation of visual paths in the synthesis of production-specific components
  • Gaze-Aware Design Guidelines
  • Investigation of gaze paths during the use of feedback
  • Eye-tracking with the measurement of gaze entropy
  • Cognitive Load
  • Machine Learning in Assistance Systems

Research Focus

  • Derivation of analysis methods for design engineers
  • Derivation of synthesis methods for design engineers
  • Development of a Gaze-Aware Feedback laboratory for engineering assistance

Bachelor- / Mastertheses

  • If you are interested in a B.Sc. / M.Sc. thesis or a literature review/research internship, please send me an email with your application and a grade transcript.

  • I always have open positions and do not post them all. If you are interested in the field of machine learning, assistance systems, eye-tracking, setting up experiments, data analysis of eye-tracking raw data, cognitive load etc., I am always looking for motivated students. Especially those who love to be creative and also like to take challenges.

  • Check out some interesting links here:
    SpritzJet spin-off from an eye-tracking research; eye-tracking robot control; gaze eye-tracking control.

  • I would like to set up an eye-tracking assistance/feedback lab with you.

  • Current bachelor- and master-theses can be found here.

Publications

  • An overview of the publications can be found at ResearchGate

Publications


2025
Multi-axial Coupling Effects in the Human Hand-Arm-System: The Influence of Grip and Push Forces on the Vibration Behaviour
Spengler, C. R.; Saurbier, S.; Lindenmann, A.; Doellken, M.; Matthiesen, S.
2025. 9. VDI-Tagung Humanschwingungen 2023, Würzburg, 09.-10. Mai 2023, 83–94, Verein Deutscher Ingenieure (VDI)
JEMSyS: Jerk Experience Model for Human-Machine Symbiosis – Exploring the Influence of Translational Jerks on Sense of Agency and Embodiment
Robens, J. H.; Saurbier, S.; Voormann, A.; Döllken, M.; Kiesel, A.; Matthiesen, S.
2025. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000178341
Den Menschen in der Mensch-Maschine-Interaktion verstehen - Menschmodelle zur Berücksichtigung der Mensch-Maschine-Interaktion in der Produktentwicklung
Spengler, C. R.; Sutschet, S.; Saurbier, S.; Döllken, M.; Matthiesen, S.
2025. Konstruktion, 77 (5), 64
Linking Early Robust Design With Quantitative Methods for Enhanced Industrial Applications
Li, J.; Long, Y.; Döllken, M.; Zhang, Y.; Wu, G.; Matthiesen, S.
2025. ASME 2024 International Mechanical Engineering Congress and Exposition, Volume 1: Acoustics, Vibration, and Phononics; Advanced Design and Information Technologies, Portland, 17th–21st November 2024, Art.-Nr.: 144707, The American Society of Mechanical Engineers (ASME). doi:10.1115/IMECE2024-144707
Experimental Investigation of the Influence of Restrictive and Dual Methods for Design for Manufacturing
Doellken, M.; Peters, J.; Matthiesen, S.
2025. Volume 1: Acoustics, Vibration, and Phononics; Advanced Design and Information Technologies, ASME 2024 International Mechanical Engineering Congress and Exposition, IMECE 2024, Portland, 17th - 21st November 2024, v001t02a005, The American Society of Mechanical Engineers (ASME). doi:10.1115/IMECE2024-145345
Design Space Optimization for Sensor-Integration in Standardized Machine Elements
Peters, J.; Menning, J. D. M.; Ewert, A.; Prokopchuk, A.; Breimann, R.; Herbst, F.; Riehl, D.; Döllken, M.; Vorrath, E.-F. M.; Wallmersperger, T.; Schlecht, B.; Kirchner, E.; Kupnik, M.; Hofmann, K.; Matthiesen, S.
2025. Volume 1: Acoustics, Vibration, and Phononics; Advanced Design and Information Technologies, The American Society of Mechanical Engineers (ASME). doi:10.1115/IMECE2024-141505
2020
Restrictive and Opportunistic Method in Design for Manufacturing
Doellken, M.; Arndt, L.; Buehlmeier, J.; Matthiesen, S.
2020, December 9. doi:10.5445/IR/1000127148
The impact of confirmation bias on reasoning and visual attention during analysis in engineering design: An eye tracking study
Nelius, T.; Doellken, M.; Zimmerer, C.; Matthiesen, S.
2020. Design studies, 71, Article: 100963. doi:10.1016/j.destud.2020.100963
Challenges Faced by Design Engineers when Considering Manufacturing in Design – An Interview Study
Doellken, M.; Zimmerer, C.; Matthiesen, S.
2020. Proceedings of the Design Society: DESIGN Conference, 1, 837–846. doi:10.1017/dsd.2020.302
2019
Improving Decision Making by teaching Debiasing Approaches – motivating Engineering students with Reflection
Nelius, T.; Eisenmann, M.; Doellken, M.; Hergl, M.; Matthiesen, S.
2019. 2. Conference "Human Behaviour in Design", Tutzing, 23.-24. April 2019
2018
Das Systemverständnis reflektieren – Kritisches Hinterfragen als Einflussgröße in der Analyse
Matthiesen, S.; Eisenmann, M.; Döllken, M.
2018. 29. DfX-Symposium 2018, Tutzing, 25.-26. September 2018. Hrsg.: D. Krause, 12