Dr Markus Klar

  • Research Associate (School of Computing Science)

email: Markus.Klar@glasgow.ac.uk

Room F161, 16 Lilybank Gardens, Glasgow, Scotland, United Kingdom, G12 8RZ

Import to contacts

ORCID iDhttps://orcid.org/0000-0003-2445-152X

Biography

I am a post-doctoral research associate at the University of Glasgow where I am part of the DIFAI project. My research in the field of Computational Interaction focuses on the exciting intersection of human-computer interaction, biomechanical modeling and optimal control. By using state-of-the-art biomechanical models, model predictive control, and reinforcement learning, I am striving to improve our understanding of how humans interact with computers in a variety of scenarios.

Research interests

  • Human-Computer Interaction
  • Model-Predictive Control
  • Reinforcement Learning
  • Biomechanical Modeling
  • Active Inference

Publications

List by: Type | Date

Jump to: 2024 | 2023 | 2022 | 2021
Number of items: 5.

2024

Fischer, Florian, Ikkala, Aleksi, Klar, Markus ORCID logoORCID: https://orcid.org/0000-0003-2445-152X, Fleig, Arthur, Bachinski, Miroslav, Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962, Hämäläinen, Perttu, Oulasvirta, Antti and Müller, Jörg (2024) SIM2VR: Towards Automated Biomechanical Testing in VR. In: ACM Symposium on User Interface Software and Technology 2024 (UIST 2024), Pittsburgh, PA, USA, 13-16 Oct 2024, p. 79. ISBN 9798400706288 (doi: 10.1145/3654777.3676452)

2023

Klar, Markus ORCID logoORCID: https://orcid.org/0000-0003-2445-152X, Fischer, Florian, Fleig, Arthur, Bachinski, Miroslav and Müller, Jörg (2023) Simulating interaction movements via model predictive control. ACM Transactions on Computer-Human Interaction, 30(3), 44. (doi: 10.1145/3577016)

2022

Fischer, Florian, Fleig, Arthur, Klar, Markus ORCID logoORCID: https://orcid.org/0000-0003-2445-152X and Müller, Jörg (2022) Optimal feedback control for modeling human–computer interaction. ACM Transactions on Computer-Human Interaction, 29(6), 51. (doi: 10.1145/3524122)

Ikkala, Aleksi, Fischer, Florian, Klar, Markus ORCID logoORCID: https://orcid.org/0000-0003-2445-152X, Bachinski, Miroslav, Fleig, Arthur, Howes, Andrew, Hämäläinen, Perttu, Müller, Jörg, Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 and Oulasvirta, Antti (2022) Breathing Life Into Biomechanical User Models. In: UIST ’22: The 35th Annual ACM Symposium on User Interface Software and Technology, Bend, OR, USA, 29 Oct - 02 Nov 2022, p. 90. ISBN 9781450393201 (doi: 10.1145/3526113.3545689)

2021

Fischer, Florian, Bachinski, Miroslav, Klar, Markus ORCID logoORCID: https://orcid.org/0000-0003-2445-152X, Fleig, Arthur and Müller, Jörg (2021) Reinforcement learning control of a biomechanical model of the upper extremity. Scientific Reports, 11, 14445. (doi: 10.1038/s41598-021-93760-1) (PMID:34262081) (PMCID:PMC8280157)

This list was generated on Sat Jan 17 17:29:09 2026 GMT.
Jump to: Articles | Conference Proceedings
Number of items: 5.

Articles

Klar, Markus ORCID logoORCID: https://orcid.org/0000-0003-2445-152X, Fischer, Florian, Fleig, Arthur, Bachinski, Miroslav and Müller, Jörg (2023) Simulating interaction movements via model predictive control. ACM Transactions on Computer-Human Interaction, 30(3), 44. (doi: 10.1145/3577016)

Fischer, Florian, Fleig, Arthur, Klar, Markus ORCID logoORCID: https://orcid.org/0000-0003-2445-152X and Müller, Jörg (2022) Optimal feedback control for modeling human–computer interaction. ACM Transactions on Computer-Human Interaction, 29(6), 51. (doi: 10.1145/3524122)

Fischer, Florian, Bachinski, Miroslav, Klar, Markus ORCID logoORCID: https://orcid.org/0000-0003-2445-152X, Fleig, Arthur and Müller, Jörg (2021) Reinforcement learning control of a biomechanical model of the upper extremity. Scientific Reports, 11, 14445. (doi: 10.1038/s41598-021-93760-1) (PMID:34262081) (PMCID:PMC8280157)

Conference Proceedings

Fischer, Florian, Ikkala, Aleksi, Klar, Markus ORCID logoORCID: https://orcid.org/0000-0003-2445-152X, Fleig, Arthur, Bachinski, Miroslav, Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962, Hämäläinen, Perttu, Oulasvirta, Antti and Müller, Jörg (2024) SIM2VR: Towards Automated Biomechanical Testing in VR. In: ACM Symposium on User Interface Software and Technology 2024 (UIST 2024), Pittsburgh, PA, USA, 13-16 Oct 2024, p. 79. ISBN 9798400706288 (doi: 10.1145/3654777.3676452)

Ikkala, Aleksi, Fischer, Florian, Klar, Markus ORCID logoORCID: https://orcid.org/0000-0003-2445-152X, Bachinski, Miroslav, Fleig, Arthur, Howes, Andrew, Hämäläinen, Perttu, Müller, Jörg, Murray-Smith, Roderick ORCID logoORCID: https://orcid.org/0000-0003-4228-7962 and Oulasvirta, Antti (2022) Breathing Life Into Biomechanical User Models. In: UIST ’22: The 35th Annual ACM Symposium on User Interface Software and Technology, Bend, OR, USA, 29 Oct - 02 Nov 2022, p. 90. ISBN 9781450393201 (doi: 10.1145/3526113.3545689)

This list was generated on Sat Jan 17 17:29:09 2026 GMT.