Dr. Franz Dammass

Dr. Franz Dammaß

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work

Visiting address:

Zeunerbau, Room 356 George-Bähr-Straße 3c

01069 Dresden

Research

Lectures and tutorials for advanced courses:

Summer term: Lecture Advanced Topics in Finite Element Analysis (Master Computational Modelling and Simulation)
Winter term: Lecture Finite element methods (9th semester, track Vehicle engineering) and tutorial Multiscale modelling (9th semester)

9 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

When invariants matter: The role of I1 and I2 in neural network models of incompressible hyperelasticityDammaß, F., Kalina, K. A. & Kästner, M., Nov 2025, In: Mechanics of Materials. 210, 105443Electronic (full-text) versionResearch output: Contribution to journal > Research article
Neural networks meet phase-field: A hybrid fracture modelDammaß, F., Kalina, K. A. & Kästner, M., 30 Mar 2025, In: Computer Methods in Applied Mechanics and Engineering. 440 (2025), 27 p., 117937Electronic (full-text) versionResearch output: Contribution to journal > Research article

Rate- and temperature-dependent ductile-to-brittle fracture transition: Experimental investigation and phase-field analysis for toffeeDammaß, F., Schab, D., Rohm, H. & Kästner, M., 20 Jan 2024, In: Engineering Fracture Mechanics. 297 (2024), 24 p., 109878Electronic (full-text) versionResearch output: Contribution to journal > Research article

Phase-field modelling and analysis of rate-dependent fracture phenomena at finite deformationDammaß, F., Kalina, K. A., Ambati, M. & Kästner, M., Nov 2023, In: Computational Mechanics : solids, fluids, engineered materials, aging infrastructure, molecular dynamics, heat transfer, manufacturing processes, optimization, fracture & integrity. 72, 5, p. 859–883, 25 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article

24 Entries

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
Efficient modelling of rubber fracture by combining phase-field and neural networks Dammaß, F. G. (Speaker) 26 Feb 2026 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
When invariants matter: Invariant-based physics-augmented neural networks and applications to hybrid modelling of fracture Dammaß, F. G. (Speaker) 19 Jan 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