2 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…
stat.ME2025
Unified Framework for Hybrid Aleatory and Epistemic Uncertainty Propagation via Decoupled Multi-Probability Density Evolution Method
Yi Luo, Meng-Ze Lyu, Matteo Broggi +3
This paper presents a unified framework for uncertainty propagation in dynamical systems involving hybrid aleatory and epistemic uncertainties. The framework accommodates precise p…