Interval and fuzzy physics-augmented neural networks (iPANN and fPANN) for uncertainty quantification and propagation in constitutive modeling
Interval and fuzzy physics-augmented neural networks (iPANN, fPANN) quantify uncertainty in hyperelastic constitutive modeling from sparse/noisy data.