
research note
Interval and fuzzy physics-augmented neural networks (iPANN and fPANN) for uncertainty quantification and propagation in constitutive modeling
This paper addresses the challenge of performing uncertainty quantification and propagation for hyperelastic constitutive models learned from sparse.










