[HTML][HTML] Discovering uncertainty: Bayesian constitutive artificial neural networks

K Linka, GA Holzapfel, E Kuhl - Computer Methods in Applied Mechanics …, 2025 - Elsevier
Understanding uncertainty is critical, especially when data are sparse and variations are
large. Bayesian neural networks offer a powerful strategy to build predictable models from …

Constitutive neural networks for main pulmonary arteries: Discovering the undiscovered

T Vervenne, M Peirlinck, N Famaey, E Kuhl - bioRxiv, 2024 - biorxiv.org
Accurate modeling of cardiovascular tissues is crucial for understanding and predicting their
behavior in various physiological and pathological conditions. In this study, we specifically …