3 papers
cs.CE2025
Bayesian Updating of constitutive parameters under hybrid uncertainties with a novel surrogate model applied to biofilms
Lukas Fritsch, Hendrik Geisler, Jan Grashorn +5
Accurate modeling of bacterial biofilm growth is essential for understanding their complex dynamics in biomedical, environmental, and industrial settings. These dynamics are shaped…
cs.CE2025
A continuum multi-species biofilm model with a novel interaction scheme
Felix Klempt, Hendrik Geisler, Meisam Soleimani +1
Biofilms are complex structures which are inhabited by numerous amount of different species of microorganisms. Due to their ubiquity, they influence human life on an everyday basis…
cs.CE2024
Efficient damage simulations under material uncertainties in a weakly-intrusive implementation
Hendrik Geisler, Emmanuel Baranger, Philipp Junker
Uncertainty quantification is not yet widely adapted in the design process of engineering components despite its importance for achieving sustainable and resource-efficient structu…