Dipl.-Ing. Konrad Friedrichs

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Zeunerbau, Room 356 George-Bähr-Straße 3c

01069 Dresden

Research

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1 Entries

Precise, efficient and flexible modeling of crystallizing elastomers based on physics-augmented neural networksFriedrichs, K., Dammaß, F., Kalina, K. A. & Kästner, M., 15 Jun 2026, In: Computer Methods in Applied Mechanics and Engineering. 455, 118852Electronic (full-text) versionResearch output: Contribution to journal > Research article

8 Entries

A precise, efficient and flexible physics-augmented neural network model for strain-induced crystallization Friedrichs, K. (Speaker), Dammaß, F. G. (Involved person), Kalina, K. A. (Involved person), Kästner, M. (Involved person) 23 Jul 2026 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
Precise, efficient and flexible modeling of crystallizing elastomers based on physics-augmented neural networks Friedrichs, K. (Speaker), Dammaß, F. G. (Involved person), Kalina, K. A. (Involved person), Kästner, M. (Involved person) 28 May 2026 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
A precise, efficient and flexible neural network model for strain-crystallizing rubber Friedrichs, K. (Speaker), Dammaß, F. G. (Involved person), Kalina, K. A. (Involved person), Kästner, M. (Involved person) 18 Mar 2026 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed

When invariants matter: Invariant-based physics-augmented neural networks Dammaß, F. G. (Speaker), Friedrichs, K. (Involved person), Kalina, K. A. (Involved person), Kästner, M. (Involved person) 24 Sep 2025 Activity: Talk or presentation at external institutions/events > Keynote > Invited
Data-driven modeling of crystallizing elastomers based on physics-augmented neural networks Friedrichs, K. (Speaker), Dammaß, F. G. (Involved person), Kalina, K. A. (Involved person), Kästner, M. (Involved person) 23 Sep 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed