Dr.-Ing. Jörg BrummundPerson
Person
Identification Numbers
| Scopus author ID | 6507526612 |
|---|
Related content
- Research output
- Activities
Construction of minimal integrity bases for anisotropic hyperelasticity via structural tensors
Riemer, B. M., Brummund, J., Kalina, K. A., Milor, A. H. G., Dammaß, F. & Kästner, M., 8 Jul 2026, In: Journal of the Mechanics and Physics of Solids. 216, 38 p., 106763.Research output: Contribution to journal › Research article › Contributed › peer-review
A physics-augmented neural network framework for finite strain incompressible viscoelasticity
Kalina, K. A., Brummund, J. & Kästner, M., 15 Jun 2026, In: Computer Methods in Applied Mechanics and Engineering. 455, 32 p., 118892.Research output: Contribution to journal › Research article › Contributed › peer-review
A dual-stage constitutive modeling framework based on finite strain data-driven identification and physics-augmented neural networks
Linden, L., Kalina, K. A., Brummund, J., Riemer, B. & Kästner, M., 1 Dec 2025, In: Computer Methods in Applied Mechanics and Engineering. 447, 118289.Research output: Contribution to journal › Research article › Contributed › peer-review
Neural networks meet anisotropic hyperelasticity: A framework based on generalized structure tensors and isotropic tensor functions
Kalina, K. A., Brummund, J., Sun, W. & Kästner, M., 21 Jan 2025, In: Computer Methods in Applied Mechanics and Engineering. 437, 117725.Research output: Contribution to journal › Research article › Contributed › peer-review
Neural networks meet anisotropic hyperelasticity: A framework based on generalized structure tensors and isotropic tensor functions
Kalina, K. A., Brummund, J., Sun, W. & Kästner, M., 4 Oct 2024.Research output: Preprint/Documentation/Report › Preprint
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)Activity: Talk or presentation at external institutions/events › Talk/Presentation › Contributed
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)Activity: Talk or presentation at external institutions/events › Talk/Presentation › Contributed
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)Activity: Talk or presentation at external institutions/events › Keynote › Invited
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)Activity: Talk or presentation at external institutions/events › Talk/Presentation › Contributed
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)Activity: Talk or presentation at external institutions/events › Talk/Presentation › Contributed