Max Rosenkranz

TU Dresden — Germany

Physics and Astronomy · Physical Sciences

2h-index105citations7works8.42yr avg
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Research Topics

Model Reduction and Neural Networks(3), Elasticity and Material Modeling(2), Advanced Antenna and Metasurface Technologies(2), Fuel Cells and Related Materials(1), Probabilistic and Robust Engineering Design(1)

Publications7 total

Data-Efficient Inverse Design of Spinodoid Metamaterials
Integrating materials and manufacturing innovation·2025· 2 citedOpen Access
Code and Data for: Data-efficient inverse design of spinodoid metamaterials
arXiv (Cornell University)·2025Open Access
Data Meets Materials—Inverse Design of Spinodoids
2025
Viscoelasticty with physics-augmented neural networks: model formulation and training methods without prescribed internal variables
Computational Mechanics·2024· 38 citedOpen Access
Viscoelasticty with physics-augmented neural networks: Model formulation and training methods without prescribed internal variables
arXiv (Cornell University)·2024· 2 citedOpen Access
A comparative study on different neural network architectures to model inelasticity
International Journal for Numerical Methods in Engineering·2023· 62 citedOpen Access
A comparative study on different neural network architectures to model inelasticity
arXiv (Cornell University)·2023· 1 citedOpen Access

Frequent Co-authors

Markus Kästner(6), Karl A. Kalina(4), Jörg Brummund(4), WaiChing Sun(2), Ivo F. Sbalzarini(2), Alexander Raßloff(1), Alexandra Otto(1), Markus Kästner(1)