Dipl.-Ing. Franz Dammaß

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Visiting address:

Zeunerbau, Room 356 George-Bähr-Straße 3c

01069 Dresden

Research

Lectures and tutorials for advanced courses:

Winter term: Lecture Finite element methods (9th semester, track Vehicle engineering) and tutorial Multiscale modelling (9th semester)
Summer term: Lecture Material modeling (8th semester)

8 Entries

Neural networks meet phase-field: A hybrid fracture modelDammaß, F., Kalina, K. A. & Kästner, M., May 2025, In: Computer Methods in Applied Mechanics and Engineering. 440, 117937Electronic (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., Mar 2025Electronic (full-text) versionResearch output: Preprint/documentation/report > Preprint

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

Phase-field modelling and simulation of fracture in viscoelastic materialsDammaß, F., Ambati, M. & Kästner, M., 14 Dec 2021, In: Proceedings in Applied Mathematics and Mechanics: PAMM. 21, 1Electronic (full-text) versionResearch output: Contribution to journal > Conference article

16 Entries

Data-driven modeling of strain-induced crystallization based on physics-augmented neural networks Friedrichs, K. (Speaker), Dammaß, F. G. (Involved person), Kalina, K. A. (Involved person), Kästner, M. (Involved person) 7 Apr 2025 → 11 Apr 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
Neural networks meet phase-field: A hybrid fracture model Dammaß, F. G. (Speaker), Kalina, K. A. (Involved person), Kästner, M. (Involved person) 19 Feb 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
Neural networks meet phase-field: A hybrid approach to fracture Dammaß, F. G. (Speaker), Kalina, K. A. (Involved person), Kästner, M. (Involved person) 13 Feb 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
Neural networks meet fracture phase-field: Hybrid modelling of crack propagation Dammaß, F. G. (Speaker), Kalina, K. A. (Involved person), Kästner, M. (Involved person) 12 Feb 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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) 11 Feb 2025 → 12 Feb 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed