Dr.-Ing. Jörg Brummund
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Dr.-Ing. Jörg Brummund
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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
2019
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Development of a Macro-Model for Magnetorheological Elastomers based on Microscopic Simulations, 2019, In: Proceedings in Applied Mathematics and Mechanics: PAMM. 19 (2019), 1, p. e201900288, 3 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
2018
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A quantitative comparison of two- and three-dimensional modeling approaches for magnetorheological elastomers, 2018, In: Proceedings in Applied Mathematics and Mechanics: PAMM. 18 (2018), 1, p. e201800179, 2 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
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Modeling and Simulation of Hysteresis Effects in Magnetorheological Elastomers, 2018, In: Proceedings in Applied Mathematics and Mechanics: PAMM. 18 (2018), 1, p. e201800319, 2 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
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Two- and three-dimensional modeling approaches in magneto-mechanics: A quantitative comparison, 2018, In: Archive of Applied Mechanics. 89 (2018), p. 47-62, 16 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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
Talks
2026
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Robust Calibration of Constitutive Models Based on Full-Field Data Linden, L. (Speaker), Kalina, K. A. (Involved person), Brummund, J. (Involved person), Riemer, B. (Speaker), Kästner, M. (Involved person) 1 Sep 2026 → 4 Sep 2026 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Robust Calibration of Constitutive Models from Full-Field Data Using Data-Driven Identification and Neural Networks Linden, L. (Speaker), Kalina, K. A. (Involved person), Brummund, J. (Involved person), Riemer, B. (Speaker), Kästner, M. (Involved person) 19 Jul 2026 → 24 Jul 2026 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Viscoelasticity with Physics-Augmented Neural Networks: Model Formulation and Training Strategies Kalina, K. A. (Speaker), Riemer, B. (Involved person), Brummund, J. (Involved person), Linden, L. (Involved person), Klein, D. (Involved person), Weeger, O. (Involved person), Kästner, M. (Involved person) 19 Jul 2026 → 24 Jul 2026 Activity: Talk or presentation at external institutions/events > Keynote > Invited
2025
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A Dual-Stage Constitutive Modeling Framework based on Finite Strain Data-Driven Identification and Physics-Augmented Neural Networks Linden, L. (Speaker), Kalina, K. A. (Involved person), Brummund, J. (Involved person), Riemer, B. (Speaker), Kästner, M. (Involved person) 21 Sep 2025 → 24 Sep 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Physics-augmented neural networks meet data-driven identification: A two-step constitutive modeling framework Linden, L. (Speaker), Kalina, K. A. (Involved person), Brummund, J. (Involved person), Riemer, B. (Speaker), Kästner, M. (Involved person) 2 Sep 2025 → 5 Sep 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Anisotropic hyperelasticity meets physics-augmented neural networks Kalina, K. A. (Speaker), Brummund, J. (Involved person), Sun, W. (Involved person), Kästner, M. (Involved person) 7 Apr 2025 → 11 Apr 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Physics-augmented neural networks meet data-driven identification – A dual-stage constitutive modeling framework Linden, L. (Speaker), Kalina, K. A. (Involved person), Brummund, J. (Involved person), Riemer, B. (Speaker), Kästner, M. (Involved person) 7 Apr 2025 → 11 Apr 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Dual-stage framework for constitutive modeling of hyperelastic materials based on data-driven identification and neural network Linden, L. (Speaker), Kalina, K. A. (Involved person), Brummund, J. (Involved person), Riemer, B. (Speaker), Kästner, M. (Involved person) 18 Feb 2025 → 21 Feb 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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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