Dr.-Ing. Jörg Brummund
© TUD/NEFM
Dr.-Ing. Jörg Brummund
Chair of Computational and Experimental Solid Mechanics
Visiting address:
Zeunerbau, Room 354 George-Bähr-Straße 3c
01069 Dresden
Research
- Material modelling
- Modelling of magnetic materials
- Phase field modelling
- Modelling of hydrogels
Teaching
- Tutorials for basic and advanced courses
- Lectures: Tensor analysis, Analytic methods in solid mechanics, Variational calculus
Publications
2017
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Microscale Modeling and Simulation of Magnetorheological Elastomers, 2017, In: Proceedings in Applied Mathematics and Mechanics: PAMM. 17, 1, p. 27-30, 3 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
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Modeling of magnetic hystereses in soft MREs filled with NdFeB particles, 2017, In: Smart Materials and Structures. 26, 10, p. 105019, 12 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
2008
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Modellierung des effektiven Materialverhaltens textilverstärkter Verbundwerkstoffe, 2 Jan 2008, In: Zeitschrift Kunststofftechnik = Journal of plastics technology. 4, 1, p. 1-30, 30 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
This information is provided by the FIS.
Talks
2025
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Constitutive Modeling of Anisotropic Elasticityand Magneto-Elasticity with Neural Networks Kalina, K. A. (Speaker), Brummund, J. (Involved person), Roth, H. T. (Involved person), Gebhart, P. (Involved person), Sun, W. (Involved person), Kästner, M. (Involved person) 17 Feb 2025 → 21 Feb 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Physics-augmented neural networks meet anisotropic hyperelasticity Kalina, K. A. (Speaker), Brummund, J. (Involved person), Sun, W. (Involved person), Kästner, M. (Involved person) 11 Feb 2025 → 12 Feb 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
2024
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Neural networks meet magneto-mechanics: A framework for automated model generation Kalina, K. A. (Speaker), Brummund, J. (Involved person), Gebhart, P. (Involved person), Wallmersperger, T. (Involved person), Sun, W. (Involved person), Kästner, M. (Involved person) 25 Sep 2024 → 27 Sep 2024 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Constitutive modeling with physics-augmented neural networks Kalina, K. A. (Speaker), Linden, L. (Involved person), Rosenkranz, M. (Involved person), Brummund, J. (Involved person), Klein, D. (Involved person), Weeger, O. (Involved person), Sun, W. (Involved person), Kästner, M. (Involved person) 26 Aug 2024 → 29 Aug 2024 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Application of physics-augmented neural networks to multiscale problems Kalina, K. A. (Speaker), Brummund, J. (Involved person), Sun, W. (Involved person), Kästner, M. (Involved person) 21 Jul 2024 → 26 Jul 2024 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Multiscale modeling with physics-augmented neural networks Kalina, K. A. (Speaker), Brummund, J. (Involved person), Sun, W. (Involved person), Kästner, M. (Speaker) 3 Jun 2024 → 7 Jun 2024 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Multiscale modeling of anisotropic finite strain elasticity with physics-augmented neural networks and generalized structure tensors Kalina, K. A. (Speaker), Brummund, J. (Involved person), Sun, W. (Involved person), Kästner, M. (Involved person) 18 Mar 2024 → 22 Mar 2024 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Physics-augmented neural networks for the constitutive modeling of viscoelastic materials Rosenkranz, M. (Speaker), Kalina, K. A. (Involved person), Brummund, J. (Involved person), Sun, W. (Involved person), Kästner, M. (Involved person) 7 Feb 2024 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Multiscale Modeling with Physics-Augmented Neural Networks Kalina, K. A. (Speaker), Brummund, J. (Involved person), Gebhart, P. (Involved person), Linden, L. (Involved person), Sun, W. (Involved person), Kästner, M. (Involved person) 6 Feb 2024 → 7 Feb 2024 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
2023
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Viscoelasticty with physics-augmented neural networks: Model formulation and training methods without prescribed internal variables Rosenkranz, M. (Speaker), Kalina, K. A. (Involved person), Brummund, J. (Involved person), Kästner, M. (Involved person) 19 Dec 2023 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
This information is provided by the FIS.