Dammann, Maximilian Peter

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Research Associate

Mr Dr.-Ing. Maximilian Peter Dammann

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Chair of Virtual Product Development

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Zeuner-Bau, Raum 232B George-Bähr-Straße 3c

01069 Dresden

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Maximilian Dammann studied mechanical engineering at TU Dresden until 2018, specializing in general and constructive mechanical engineering with a focus on product development. In his diploma thesis, he investigated the augmentation of technical objects using depth cameras. He has been working as a Research Associate at the Chair of Virtual Product Development since 2018.

His current core research areas are the use of AI in the product development process, graph-based data models, model-based systems engineering (MBSE) and PDM systems. In addition, he is currently working on data preparation and user interfaces for AR/VR applications.

As part of two AiF projects, he developed methods for the automated geometry preparation of CAD models, tracking methods and annotation systems for industrial AR/VR applications. In the DigiTain project, he worked on processes, methods and models for the fully digital product development and certification of electric drive architectures, taking into account ecological and economic sustainability criteria. His focus was on MBSE, graph-based data structures and PDM integration.

In 2026, he completed his doctorate on the automation of geometry preparation of CAD models into optimized polygon meshes for AR/VR environments. Core contribution is a predictive approach based on machine learning models to control the tessellation parameters that optimizes visual quality and polygon count without resorting to iterative decimation methods.

Publications

17 Entries

2025

Challenges and opportunities in the integration of generative AI with computer-aided designBerger, E., Dammann, M. P., Mehlstäubl, J., Saske, B., Braun, F. & Paetzold-Byhain, K., 1 Aug 2025, In: Proceedings of the Design Society. 5, p. 881-890, 10 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
Anwendungsfälle und Implementierungsbarrieren für generative KI in CAD- ProzessenBerger, E., Dammann, M. P., Mehlstäubl, J., Saske, B. & Paetzold-Byhain, K., 2025, Stuttgarter Symposium für Produktentwicklung SSP 2025: Tagungsband zur Konferenz, Stuttgart, 22. Mai 2025. Stuttgart : Fraunhofer IAO, 12 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution

2024

Alternative Visualization of MBSELin, B., Dammann, M. P., Kong, H., Saske, B. & Paetzold-Byhain, K., Sep 2024, Proceedings of the 35th Symposium Design for X (DFX2024). Krause, D., Paetzold, K. & Wartzack, S. (eds.).p. 143-152, 10 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
Modeling a sustainability-oriented development process with model-based systems engineeringDammann, M. P., Hoffeins, P., Barth, J., Saske, B., Paetzold-Byhain, K. & Modler, N., Sep 2024, Proceedings of the 35th Symposium Design for X (DFX2024). Krause, D., Paetzold, K. & Wartzack, S. (eds.). The Design Society, p. 075-084, 10 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
Evaluating the Role of Generative AI in Product Development and Design - A Systematic ReviewKretzschmar, M., Dammann, M. P., Schwoch, S., Braun, F., Saske, B. & Paetzold-Byhain, K., Aug 2024, Proceedings of NordDesign 2024, Reykjavik, Iceland, 12th - 14th August 2024. p. 21-30, 10 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
Digitalized composite material and product development – strategies and methods for multiscale experimental-numerical validation processes using PLM and MBSE approachesRichter, J., Dammann, M. P., Kluge, M., Saske, B., Arndt, S., Hornig, A., Paetzold-Byhain, K. & 1 others, 2 Jul 2024, ECCM21 - Proceedings of the 21st European Conference on Composite Materials: Volume 3 - Material and Structural Behavior – Simulation & Testing. European Society for Composite Materials (ESCM), Vol. 3. p. 1576-1583, 8 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
Towards a process for the creation of synthetic training data for AI-computer vision models utilizing engineering dataSchwoch, S., Dammann, M. P., Bartl, J. G., Kretzschmar, M., Saske, B. & Paetzold-Byhain, K., 16 May 2024, In: Proceedings of the Design Society. 4, p. 2237-2246, 10 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
Key Concepts, Potentials and Obstacles for the Implementation of Large Language Models in Product DevelopmentKretzschmar, M., Dammann, M. P., Schwoch, S., Berger, E., Saske, B. & Paetzold-Byhain, K., 2024, Entwerfen Entwickeln Erleben 2024 : Menschen, Technik und Methoden in Produktentwicklung und Design. Paetzold-Byhain, K., Augsten, A. & Krzywinski, J. (eds.). Technische Universität Dresden, p. 381-393, 13 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution

2023

OPTIMISED MODELS FOR AR/VR BY USING GEOMETRIC COMPLEXITY METRICS TO CONTROL TESSELLATIONDammann, M. P., Steger, W. & Paetzold-Byhain, K., 19 Jun 2023, In: Proceedings of the Design Society. 3, p. 2855–2864, 10 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
Automated and adaptive geometry preparation for ar/vr-applicationsDammann, M. P., Steger, W. & Stelzer, R., 25 Jan 2023, QUCOSAElectronic (full-text) versionResearch output: Book/Report/Anthology > Monograph

Dammann, Maximilian Peter

2025

2024

2023

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