Modelling parametric uncertainty in PDEs models via Physics-Informed Neural Networks

Milad Panahi, Giovanni Michele Porta, Monica Riva +1

We provide an approach enabling one to employ physics-informed neural networks (PINNs) for uncertainty quantification. Our approach is applicable to systems where observations are…